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2020 – today

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2024
[j129]
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Razieh Rastgoo, Kourosh Kiani, Sergio Escalera, Vassilis Athitsos, Mohammad Sabokrou:
A survey on recent advances in Sign Language Production. Expert Syst. Appl. 243: 122846 (2024)
[j128]
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Razieh Rastgoo, Kourosh Kiani, Sergio Escalera, Mohammad Sabokrou:
Multi-modal zero-shot dynamic hand gesture recognition. Expert Syst. Appl. 247: 123349 (2024)
[j127]
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Razieh Rastgoo, Kourosh Kiani, Sergio Escalera:
Word separation in continuous sign language using isolated signs and post-processing. Expert Syst. Appl. 249: 123695 (2024)
[j126]
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  - journals/ijon/BallesterCCMCE24
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Rubén Ballester, Xavier Arnal Clemente, Carles Casacuberta, Meysam Madadi, Ciprian A. Corneanu, Sergio Escalera:
Predicting the generalization gap in neural networks using topological data analysis. Neurocomputing 596: 127787 (2024)
[j125]
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  - journals/tifs/FangLWEZZLL24
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Hao Fang, Ajian Liu, Jun Wan, Sergio Escalera, Chenxu Zhao, Xu Zhang, Stan Z. Li, Zhen Lei:
Surveillance Face Anti-Spoofing. IEEE Trans. Inf. Forensics Secur. 19: 1535-1546 (2024)
[c214]
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  - conf/cvpr/LiuXGWLDE024
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Ajian Liu, Shuai Xue, Jianwen Gan, Jun Wan, Yanyan Liang, Jiankang Deng, Sergio Escalera, Zhen Lei:
CFPL-FAS: Class Free Prompt Learning for Generalizable Face Anti-Spoofing. CVPR 2024: 222-232
[c213]
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  - conf/cvpr/BarqueroEP24
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Germán Barquero, Sergio Escalera, Cristina Palmero:
Seamless Human Motion Composition with Blended Positional Encodings. CVPR 2024: 457-469
[c212]
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  - conf/cvpr/YuanLZ0DEEG022
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Haocheng Yuan, Ajian Liu, Junze Zheng, Jun Wan, Jiankang Deng, Sergio Escalera, Hugo Jair Escalante, Isabelle Guyon, Zhen Lei:
Unified Physical-Digital Attack Detection Challenge. CVPR Workshops 2024: 919-929
[c211]
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  - conf/cvpr/CasarinLE22
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Sofia Casarin, Oswald Lanz, Sergio Escalera:
GRASP-GCN: Graph-Shape Prioritization for Neural Architecture Search under Distribution Shifts. CVPR Workshops 2024: 1695-1703
[c210]
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  - conf/cvpr/Ruiz-PonceBPE022
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Pablo Ruiz-Ponce, Germán Barquero, Cristina Palmero, Sergio Escalera, José García Rodríguez:
in2IN: Leveraging individual Information to Generate Human INteractions. CVPR Workshops 2024: 1941-1951
[c209]
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  - conf/cvpr/XarlesEMC22
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Artur Xarles, Sergio Escalera, Thomas B. Moeslund, Albert Clapés:
T-DEED: Temporal-Discriminability Enhancer Encoder-Decoder for Precise Event Spotting in Sports Videos. CVPR Workshops 2024: 3410-3419
[c208]
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  - conf/cvpr/CasarinUEL24
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Sofia Casarin, Cynthia Ifeyinwa Ugwu, Sergio Escalera, Oswald Lanz:
Your Image Is My Video: Reshaping the Receptive Field via Image-to-Video Differentiable AutoAugmentation and Fusion. CVPR 2024: 5829-5839
[c207]
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  - conf/cvpr/Humblot-RenauxE24
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Galadrielle Humblot-Renaux, Sergio Escalera, Thomas B. Moeslund:
A Noisy Elephant in the Room: Is Your out-of-Distribution Detector Robust to Label Noise? CVPR 2024: 22626-22636
[c206]
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  - conf/eccv/HaurumETM24
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Joakim Bruslund Haurum, Sergio Escalera, Graham W. Taylor, Thomas B. Moeslund:
Agglomerative Token Clustering. ECCV (57) 2024: 200-218
[c205]
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  - conf/fgr/DubielKZJVAJEA24
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Agnieszka Dubiel, Dorota Kaminska, Grzegorz Zwolinski, Akbar Anbar Jafari, Prasoon Kumar Vinodkumar, Egils Avots, Júlio C. S. Jacques Júnior, Sergio Escalera, Gholamreza Anbarjafari:
Brain Responses to Emotional Avatars Challenge: Dataset and Results. FG 2024: 1-8
[c204]
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  - conf/fgr/SongSLPBZEV0RAG24
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Siyang Song, Micol Spitale, Cheng Luo, Cristina Palmero, Germán Barquero, Hengde Zhu, Sergio Escalera, Michel F. Valstar, Tobias Baur, Fabien Ringeval, Elisabeth André, Hatice Gunes:
REACT 2024: the Second Multiple Appropriate Facial Reaction Generation Challenge. FG 2024: 1-5
[c203]
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  - conf/fgr/ZhangPE24
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Zejian Zhang, Cristina Palmero, Sergio Escalera:
DualH: A Dual Hierarchical Model for Temporal Action Localization. FG 2024: 1-10
[c202]
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  - conf/ijcai/FangLYZZLDE00024
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Hao Fang, Ajian Liu, Haocheng Yuan, Junze Zheng, Dingheng Zeng, Yanhong Liu, Jiankang Deng, Sergio Escalera, Xiaoming Liu, Jun Wan, Zhen Lei:
Unified Physical-Digital Face Attack Detection. IJCAI 2024: 749-757
[c201]
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  - conf/mm/LiuMZYYLE0024
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Ajian Liu, Hui Ma, Junze Zheng, Haocheng Yuan, Xiaoyuan Yu, Yanyan Liang, Sergio Escalera, Jun Wan, Zhen Lei:
FM-CLIP: Flexible Modal CLIP for Face Anti-Spoofing. ACM Multimedia 2024: 8228-8237
[c200]
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  - conf/wacv/BlanchLEN24
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Miquel Romero Blanch, Zenjie Li, Sergio Escalera, Kamal Nasrollahi:
LiDAR-Assisted 3D Human Detection for Video Surveillance. WACV (Workshops) 2024: 123-131
[c199]
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  - conf/wacv/OliuNEM24
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Marc Oliu, Kamal Nasrollahi, Sergio Escalera, Thomas B. Moeslund:
Swin on Axes: Extending Swin Transformers to Quadtree Image Representations. WACV (Workshops) 2024: 193-201
[c198]
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  - conf/wacv/NunezLEN24
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Johnny Núñez, Zenjie Li, Sergio Escalera, Kamal Nasrollahi:
Identifying Loitering Behavior with Trajectory Analysis. WACV (Workshops) 2024: 251-259
[c197]
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  - conf/wacv/CormierSJMMMNEB24
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Mickael Cormier, Andreas Specker, Júlio C. S. Jacques Júnior, Lennart Moritz, Jürgen Metzler, Thomas B. Moeslund, Kamal Nasrollahi, Sergio Escalera, Jürgen Beyerer:
UPAR Challenge 2024: Pedestrian Attribute Recognition and Attribute-Based Person Retrieval - Dataset, Design, and Results. WACV (Workshops) 2024: 359-367
[c196]
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  - conf/wacv/LaczkoME024
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Hunor Laczkó, Meysam Madadi, Sergio Escalera, Jordi Gonzàlez:
A Generative Multi-Resolution Pyramid and Normal-Conditioning 3D Cloth Draping. WACV 2024: 8694-8703
[i115]
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  - journals/corr/abs-2401-05166
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Siyang Song, Micol Spitale, Cheng Luo, Cristina Palmero, Germán Barquero, Hengde Zhu, Sergio Escalera, Michel F. Valstar, Tobias Baur, Fabien Ringeval, Elisabeth André, Hatice Gunes:
REACT 2024: the Second Multiple Appropriate Facial Reaction Generation Challenge. CoRR abs/2401.05166 (2024)
[i114]
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  - journals/corr/abs-2401-17699
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Hao Fang, Ajian Liu, Haocheng Yuan, Junze Zheng, Dingheng Zeng, Yanhong Liu, Jiankang Deng, Sergio Escalera, Xiaoming Liu, Jun Wan, Zhen Lei:
Unified Physical-Digital Face Attack Detection. CoRR abs/2401.17699 (2024)
[i113]
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  - journals/corr/abs-2402-02441
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Mustafa Hajij, Mathilde Papillon, Florian Frantzen, Jens Agerberg, Ibrahem AlJabea, Rubén Ballester, Claudio Battiloro, Guillermo Bernárdez, Tolga Birdal, Aiden Brent, Peter Chin, Sergio Escalera, Simone Fiorellino, Odin Hoff Gardaa, Gurusankar Gopalakrishnan, Devendra Govil, Josef Hoppe, Maneel Reddy Karri, Jude Khouja, Manuel Lecha, Neal Livesay, Jan Meißner, Soham Mukherjee, Alexander Nikitin, Theodore Papamarkou, Jaro Prílepok, Karthikeyan Natesan Ramamurthy, Paul Rosen, Aldo Guzmán-Sáenz, Alessandro Salatiello, Shreyas N. Samaga, Simone Scardapane, Michael T. Schaub, Luca Scofano, Indro Spinelli, Lev Telyatnikov, Quang Truong, Robin Walters, Maosheng Yang, Olga Zaghen, Ghada Zamzmi, Ali Zia, Nina Miolane:
TopoX: A Suite of Python Packages for Machine Learning on Topological Domains. CoRR abs/2402.02441 (2024)
[i112]
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  - journals/corr/abs-2402-14720
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Razieh Rastgoo, Kourosh Kiani, Sergio Escalera:
A Transformer Model for Boundary Detection in Continuous Sign Language. CoRR abs/2402.14720 (2024)
[i111]
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  - journals/corr/abs-2402-15509
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Germán Barquero, Sergio Escalera, Cristina Palmero:
Seamless Human Motion Composition with Blended Positional Encodings. CoRR abs/2402.15509 (2024)
[i110]
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  - journals/corr/abs-2403-14333
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Ajian Liu, Shuai Xue, Jianwen Gan, Jun Wan, Yanyan Liang, Jiankang Deng, Sergio Escalera, Zhen Lei:
CFPL-FAS: Class Free Prompt Learning for Generalizable Face Anti-spoofing. CoRR abs/2403.14333 (2024)
[i109]
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  - journals/corr/abs-2403-15194
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Sofia Casarin, Cynthia Ifeyinwa Ugwu, Sergio Escalera, Oswald Lanz:
Your Image is My Video: Reshaping the Receptive Field via Image-To-Video Differentiable AutoAugmentation and Fusion. CoRR abs/2403.15194 (2024)
[i108]
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  - journals/corr/abs-2404-01775
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Galadrielle Humblot-Renaux, Sergio Escalera, Thomas B. Moeslund:
A noisy elephant in the room: Is your out-of-distribution detector robust to label noise? CoRR abs/2404.01775 (2024)
[i107]
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  - journals/corr/abs-2404-01891
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Artur Xarles, Sergio Escalera, Thomas B. Moeslund, Albert Clapés:
ASTRA: An Action Spotting TRAnsformer for Soccer Videos. CoRR abs/2404.01891 (2024)
[i106]
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  - journals/corr/abs-2404-05392
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Artur Xarles, Sergio Escalera, Thomas B. Moeslund, Albert Clapés:
T-DEED: Temporal-Discriminability Enhancer Encoder-Decoder for Precise Event Spotting in Sports Videos. CoRR abs/2404.05392 (2024)
[i105]
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  - journals/corr/abs-2404-06211
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Haocheng Yuan, Ajian Liu, Junze Zheng, Jun Wan, Jiankang Deng, Sergio Escalera, Hugo Jair Escalante, Isabelle Guyon, Zhen Lei:
Unified Physical-Digital Attack Detection Challenge. CoRR abs/2404.06211 (2024)
[i104]
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  - journals/corr/abs-2404-09703
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Romain Egele, Júlio C. S. Jacques Júnior, Jan N. van Rijn, Isabelle Guyon, Xavier Baró, Albert Clapés, Prasanna Balaprakash, Sergio Escalera, Thomas B. Moeslund, Jun Wan:
AI Competitions and Benchmarks: Dataset Development. CoRR abs/2404.09703 (2024)
[i103]
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  - journals/corr/abs-2404-09988
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Pablo Ruiz-Ponce, Germán Barquero, Cristina Palmero, Sergio Escalera, Jose J. García Rodríguez:
in2IN: Leveraging individual Information to Generate Human INteractions. CoRR abs/2404.09988 (2024)
[i102]
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  - journals/corr/abs-2405-06994
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Sofia Casarin, Oswald Lanz, Sergio Escalera:
GRASP-GCN: Graph-Shape Prioritization for Neural Architecture Search under Distribution Shifts. CoRR abs/2405.06994 (2024)
[i101]
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  - journals/corr/abs-2405-14094
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Rubén Ballester, Pablo Hernández-García, Mathilde Papillon, Claudio Battiloro, Nina Miolane, Tolga Birdal, Carles Casacuberta, Sergio Escalera, Mustafa Hajij:
Attending to Topological Spaces: The Cellular Transformer. CoRR abs/2405.14094 (2024)
[i100]
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  - journals/corr/abs-2406-09073
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Eleni Triantafillou, Peter Kairouz, Fabian Pedregosa, Jamie Hayes, Meghdad Kurmanji, Kairan Zhao, Vincent Dumoulin, Júlio C. S. Jacques Júnior, Ioannis Mitliagkas, Jun Wan, Lisheng Sun-Hosoya, Sergio Escalera, Gintare Karolina Dziugaite, Peter Triantafillou, Isabelle Guyon:
Are we making progress in unlearning? Findings from the first NeurIPS unlearning competition. CoRR abs/2406.09073 (2024)
[i99]
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  - journals/corr/abs-2409-10587
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Anthony Cioppa, Silvio Giancola, Vladimir Somers, Victor Joos, Floriane Magera, Jan Held, Seyed Abolfazl Ghasemzadeh, Xin Zhou, Karolina Seweryn, Mateusz Kowalczyk, Zuzanna Mróz, Szymon Lukasik, Michal Halon, Hassan Mkhallati, Adrien Deliège, Carlos Hinojosa, Karen Sanchez, Amir M. Mansourian, Pierre Miralles, Olivier Barnich, Christophe De Vleeschouwer, Alexandre Alahi, Bernard Ghanem, Marc Van Droogenbroeck, Adam Gorski, Albert Clapés, Andrei Boiarov, Anton Afanasiev, Artur Xarles, Atom Scott, Byoungkwon Lim, Calvin Yeung, Cristian Gonzalez, Dominic Rüfenacht, Enzo Pacilio, Fabian Deuser, Faisal Sami Altawijri, Francisco Cachón, Hankyul Kim, Haobo Wang, Hyeonmin Choe, Hyunwoo J. Kim, Il-Min Kim, Jae-Mo Kang, Jamshid Tursunboev, Jian Yang, Jihwan Hong, Jimin Lee, Jing Zhang, Junseok Lee, Kexin Zhang, Konrad Habel, Licheng Jiao, Linyi Li, Marc Gutiérrez-Pérez, Marcelo Ortega, Menglong Li, Milosz Lopatto, Nikita Kasatkin, Nikolay Nemtsev, Norbert Oswald, Oleg Udin, Pavel Kononov, Pei Geng, Saad Ghazai Alotaibi, Sehyung Kim, Sergei Ulasen, Sergio Escalera, Shanshan Zhang, Shuyuan Yang, Sunghwan Moon, Thomas B. Moeslund, Vasyl Shandyba, Vladimir Golovkin, Wei Dai, WonTaek Chung, Xinyu Liu, Yongqiang Zhu, Youngseo Kim, Yuan Li, Yuting Yang, Yuxuan Xiao, Zehua Cheng, Zhihao Li:
SoccerNet 2024 Challenges Results. CoRR abs/2409.10587 (2024)
[i98]
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  - journals/corr/abs-2409-11923
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Joakim Bruslund Haurum, Sergio Escalera, Graham W. Taylor, Thomas B. Moeslund:
Agglomerative Token Clustering. CoRR abs/2409.11923 (2024)
[i97]
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  - journals/corr/abs-2410-02392
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Rubén Ballester, Ernst Röell, Daniel Bin Schmid, Mathieu Alain, Sergio Escalera, Carles Casacuberta, Bastian Rieck:
MANTRA: The Manifold Triangulations Assemblage. CoRR abs/2410.02392 (2024)
2023
[j124]
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Adrien Pavao, Isabelle Guyon, Anne-Catherine Letournel, Dinh-Tuan Tran, Xavier Baró, Hugo Jair Escalante, Sergio Escalera, Tyler Thomas, Zhen Xu:
CodaLab Competitions: An Open Source Platform to Organize Scientific Challenges. J. Mach. Learn. Res. 24: 198:1-198:6 (2023)
[j123]
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Reuben Dorent, Aaron Kujawa, Marina Ivory, Spyridon Bakas, Nicola Rieke, Samuel Joutard, Ben Glocker, M. Jorge Cardoso, Marc Modat, Kayhan Batmanghelich, Arseniy Belkov, Maria G. Baldeon Calisto, Jae Won Choi, Benoit M. Dawant, Hexin Dong, Sergio Escalera, Yubo Fan, Lasse Hansen, Mattias P. Heinrich, Smriti Joshi, Victoriya Kashtanova, Hyeongyu Kim, Satoshi Kondo, Christian N. Kruse, Susana K. Lai-Yuen, Hao Li, Han Liu, Buntheng Ly, Ipek Oguz, Hyungseob Shin, Boris Shirokikh, Zixian Su, Guotai Wang, Jianghao Wu, Yanwu Xu, Kai Yao, Li Zhang, Sébastien Ourselin, Jonathan Shapey, Tom Vercauteren:
CrossMoDA 2021 challenge: Benchmark of cross-modality domain adaptation techniques for vestibular schwannoma and cochlea segmentation. Medical Image Anal. 83: 102628 (2023)
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Lei Li, Fuping Wu, Sihan Wang, Xinzhe Luo, Carlos Martín-Isla, Shuwei Zhai, Jianpeng Zhang, Yanfei Liu, Zhen Zhang, Markus J. Ankenbrand, Haochuan Jiang, Xiaoran Zhang, Linhong Wang, Tewodros Weldebirhan Arega, Elif Altunok, Zhou Zhao, Feiyan Li, Jun Ma, Xiaoping Yang, Élodie Puybareau, Ilkay Öksüz, Stéphanie Bricq, Weisheng Li, Kumaradevan Punithakumar, Sotirios A. Tsaftaris, Laura Maria Schreiber, Mingjing Yang, Guocai Liu, Yong Xia, Guotai Wang, Sergio Escalera, Xiahai Zhuang:
MyoPS: A benchmark of myocardial pathology segmentation combining three-sequence cardiac magnetic resonance images. Medical Image Anal. 87: 102808 (2023)
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Razieh Rastgoo, Kourosh Kiani, Sergio Escalera:
A deep co-attentive hand-based video question answering framework using multi-view skeleton. Multim. Tools Appl. 82(1): 1401-1429 (2023)
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Razieh Rastgoo, Kourosh Kiani, Sergio Escalera:
ZS-GR: zero-shot gesture recognition from RGB-D videos. Multim. Tools Appl. 82(28): 43781-43796 (2023)
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Swathikiran Sudhakaran, Sergio Escalera, Oswald Lanz:
Learning to Recognize Actions on Objects in Egocentric Video With Attention Dictionaries. IEEE Trans. Pattern Anal. Mach. Intell. 45(6): 6674-6687 (2023)
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Swathikiran Sudhakaran, Sergio Escalera, Oswald Lanz:
Gate-Shift-Fuse for Video Action Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 45(9): 10913-10928 (2023)
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Javier Selva, Anders Skaarup Johansen, Sergio Escalera, Kamal Nasrollahi, Thomas B. Moeslund, Albert Clapés:
Video Transformers: A Survey. IEEE Trans. Pattern Anal. Mach. Intell. 45(11): 12922-12943 (2023)
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Carlos Martín-Isla, Víctor M. Campello, Cristian Izquierdo, Kaisar Kushibar, Carla Sendra-Balcells, Polyxeni Gkontra, Alireza Sojoudi, Mitchell J. Fulton, Tewodros Weldebirhan Arega, Kumaradevan Punithakumar, Lei Li, Xiaowu Sun, Yasmina Al Khalil, Di Liu, Sana Jabbar, Sandro F. Queiros, Francesco Galati, Moona Mazher, Zheyao Gao, Marcel Beetz, Lennart Tautz, Christoforos Galazis, Marta Varela, Markus Hüllebrand, Vicente Grau, Xiahai Zhuang, Domenec Puig, Maria A. Zuluaga, Hassan Mohy-ud-Din, Dimitris N. Metaxas, Marcel Breeuwer, Rob J. van der Geest, Michelle Noga, Stéphanie Bricq, Mark E. Rentschler, Andrea Guala, Steffen E. Petersen, Sergio Escalera, José F. Rodríguez Palomares, Karim Lekadir:
Deep Learning Segmentation of the Right Ventricle in Cardiac MRI: The M&Ms Challenge. IEEE J. Biomed. Health Informatics 27(7): 3302-3313 (2023)
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Hugo Bertiche, Niloy J. Mitra, Kuldeep Kulkarni, Chun-Hao Paul Huang, Tuanfeng Y. Wang, Meysam Madadi, Sergio Escalera, Duygu Ceylan:
Blowing in the Wind: CycleNet for Human Cinemagraphs from Still Images. CVPR 2023: 459-468
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Galadrielle Humblot-Renaux, Sergio Escalera, Thomas B. Moeslund:
Beyond AUROC & co. for evaluating out-of-distribution detection performance. CVPR Workshops 2023: 3881-3890
[c193]
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Hao Fang, Ajian Liu, Jun Wan, Sergio Escalera, Hugo Jair Escalante, Zhen Lei:
Surveillance Face Presentation Attack Detection Challenge. CVPR Workshops 2023: 6361-6371
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Dong Wang, Jia Guo, Qiqi Shao, Haochi He, Zhian Chen, Chuanbao Xiao, Ajian Liu, Sergio Escalera, Hugo Jair Escalante, Zhen Lei, Jun Wan, Jiankang Deng:
Wild Face Anti-Spoofing Challenge 2023: Benchmark and Results. CVPR Workshops 2023: 6380-6391
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Cristina Palmero, Oleg V. Komogortsev, Sergio Escalera, Sachin S. Talathi:
Multi-Rate Sensor Fusion for Unconstrained Near-Eye Gaze Estimation. ETRA 2023: 12:1-12:8
[c190]
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Germán Barquero, Sergio Escalera, Cristina Palmero:
BeLFusion: Latent Diffusion for Behavior-Driven Human Motion Prediction. ICCV 2023: 2317-2327
[c189]
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Benjia Zhou, Zhigang Chen, Albert Clapés, Jun Wan, Yanyan Liang, Sergio Escalera, Zhen Lei, Du Zhang:
Gloss-free Sign Language Translation: Improving from Visual-Language Pretraining. ICCV 2023: 20814-20824
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Joakim Bruslund Haurum, Sergio Escalera, Graham W. Taylor, Thomas B. Moeslund:
Which Tokens to Use? Investigating Token Reduction in Vision Transformers. ICCV (Workshops) 2023: 773-783
[c187]
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Siyang Song, Micol Spitale, Cheng Luo, Germán Barquero, Cristina Palmero, Sergio Escalera, Michel F. Valstar, Tobias Baur, Fabien Ringeval, Elisabeth André, Hatice Gunes:
REACT2023: The First Multiple Appropriate Facial Reaction Generation Challenge. ACM Multimedia 2023: 9620-9624
[c186]
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  - conf/mmsports/IngwersenXCMJHD23
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Christian Keilstrup Ingwersen, Artur Xarles, Albert Clapés, Meysam Madadi, Janus Nørtoft Jensen, Morten Rieger Hannemose, Anders Bjorholm Dahl, Sergio Escalera:
Video-based Skill Assessment for Golf: Estimating Golf Handicap. MMSports@MM 2023: 31-39
[c185]
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Artur Xarles, Sergio Escalera, Thomas B. Moeslund, Albert Clapés:
ASTRA: An Action Spotting TRAnsformer for Soccer Videos. MMSports@MM 2023: 93-102
[c184]
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Mathilde Papillon, Mustafa Hajij, Audun Myers, Florian Frantzen, Ghada Zamzmi, Helen Jenne, Johan Mathe, Josef Hoppe, Michael T. Schaub, Theodore Papamarkou, Aldo Guzmán-Sáenz, Bastian Rieck, Neal Livesay, Tamal K. Dey, Abraham Rabinowitz, Aiden Brent, Alessandro Salatiello, Alexander Nikitin, Ali Zia, Claudio Battiloro, Dmitrii Gavrilev, Georg Bökman, German Magai, Gleb Bazhenov, Guillermo Bernárdez, Indro Spinelli, Jens Agerberg, Kalyan Varma Nadimpalli, Lev Telyatnikov, Luca Scofano, Lucia Testa, Manuel Lecha, Maosheng Yang, Mohammed Hassanin, Odin Hoff Gardaa, Olga Zaghen, Paul Häusner, Paul Snopoff, Pavlo Melnyk, Rubén Ballester, Sadrodin Barikbin, Sergio Escalera, Simone Fiorellino, Henry Kvinge, Jan Meissner, Karthikeyan Natesan Ramamurthy, Michael Scholkemper, Paul Rosen, Robin Walters, Shreyas N. Samaga, Soham Mukherjee, Sophia Sanborn, Tegan Emerson, Timothy Doster, Tolga Birdal, Vincent P. Grande, Abdelwahed Khamis, Simone Scardapane, Suraj Singh, Tatiana Malygina, Yixiao Yue, Nina Miolane:
ICML 2023 Topological Deep Learning Challenge: Design and Results. TAG-ML 2023: 3-8
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Mickael Cormier, Andreas Specker, Júlio C. S. Jacques Júnior, Lucas Florin, Jürgen Metzler, Thomas B. Moeslund, Kamal Nasrollahi, Sergio Escalera, Jürgen Beyerer:
UPAR Challenge: Pedestrian Attribute Recognition and Attribute-based Person Retrieval - Dataset, Design, and Results. WACV (Workshops) 2023: 166-175
[i96]
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Hao Fang, Ajian Liu, Jun Wan, Sergio Escalera, Chenxu Zhao, Xu Zhang, Stan Z. Li, Zhen Lei:
Surveillance Face Anti-spoofing. CoRR abs/2301.00975 (2023)
[i95]
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Ihsan Ullah, Dustin Carrión-Ojeda, Sergio Escalera, Isabelle Guyon, Mike Huisman, Felix Mohr, Jan N. van Rijn, Haozhe Sun, Joaquin Vanschoren, Phan Anh Vu:
Meta-Album: Multi-domain Meta-Dataset for Few-Shot Image Classification. CoRR abs/2302.08909 (2023)
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  - journals/corr/abs-2303-08639
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Hugo Bertiche, Niloy J. Mitra, Kuldeep Kulkarni, Chun-Hao Paul Huang, Tuanfeng Y. Wang, Meysam Madadi, Sergio Escalera, Duygu Ceylan:
Blowing in the Wind: CycleNet for Human Cinemagraphs from Still Images. CoRR abs/2303.08639 (2023)
[i93]
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  - journals/corr/abs-2304-05753
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Dong Wang, Jia Guo, Qiqi Shao, Haochi He, Zhian Chen, Chuanbao Xiao, Ajian Liu, Sergio Escalera, Hugo Jair Escalante, Zhen Lei, Jun Wan, Jiankang Deng:
Wild Face Anti-Spoofing Challenge 2023: Benchmark and Results. CoRR abs/2304.05753 (2023)
[i92]
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Hao Fang, Ajian Liu, Jun Wan, Sergio Escalera, Hugo Jair Escalante, Zhen Lei:
Surveillance Face Presentation Attack Detection Challenge. CoRR abs/2304.07580 (2023)
[i91]
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  - journals/corr/abs-2306-06583
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Siyang Song, Micol Spitale, Cheng Luo, Germán Barquero, Cristina Palmero, Sergio Escalera, Michel F. Valstar, Tobias Baur, Fabien Ringeval, Elisabeth André, Hatice Gunes:
REACT2023: the first Multi-modal Multiple Appropriate Facial Reaction Generation Challenge. CoRR abs/2306.06583 (2023)
[i90]
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Galadrielle Humblot-Renaux, Sergio Escalera, Thomas B. Moeslund:
Beyond AUROC & co. for evaluating out-of-distribution detection performance. CoRR abs/2306.14658 (2023)
[i89]
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Benjia Zhou, Zhigang Chen, Albert Clapés, Jun Wan, Yanyan Liang, Sergio Escalera, Zhen Lei, Du Zhang:
Gloss-free Sign Language Translation: Improving from Visual-Language Pretraining. CoRR abs/2307.14768 (2023)
[i88]
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Joakim Bruslund Haurum, Sergio Escalera, Graham W. Taylor, Thomas B. Moeslund:
Which Tokens to Use? Investigating Token Reduction in Vision Transformers. CoRR abs/2308.04657 (2023)
[i87]
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Rubén Ballester, Carles Casacuberta, Sergio Escalera:
Decorrelating neurons using persistence. CoRR abs/2308.04870 (2023)
[i86]
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  - journals/corr/abs-2309-15188
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Mathilde Papillon, Mustafa Hajij, Florian Frantzen, Josef Hoppe, Helen Jenne, Johan Mathe, Audun Myers, Theodore Papamarkou, Michael T. Schaub, Ghada Zamzmi, Tolga Birdal, Tamal K. Dey, Tim Doster, Tegan Emerson, Gurusankar Gopalakrishnan, Devendra Govil, Vincent P. Grande, Aldo Guzmán-Sáenz, Henry Kvinge, Neal Livesay, Jan Meissner, Soham Mukherjee, Shreyas N. Samaga, Karthikeyan Natesan Ramamurthy, Maneel Reddy Karri, Paul Rosen, Sophia Sanborn, Michael Scholkemper, Robin Walters, Jens Agerberg, Georg Bökman, Sadrodin Barikbin, Claudio Battiloro, Gleb Bazhenov, Guillermo Bernárdez, Aiden Brent, Sergio Escalera, Simone Fiorellino, Dmitrii Gavrilev, Mohammed Hassanin, Paul Häusner, Odin Hoff Gardaa, Abdelwahed Khamis, Manuel Lecha, German Magai, Tatiana Malygina, Pavlo Melnyk, et al.:
ICML 2023 Topological Deep Learning Challenge : Design and Results. CoRR abs/2309.15188 (2023)
[i85]
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  - journals/corr/abs-2311-02700
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Hunor Laczkó, Meysam Madadi, Sergio Escalera, Jordi Gonzàlez:
A Generative Multi-Resolution Pyramid and Normal-Conditioning 3D Cloth Draping. CoRR abs/2311.02700 (2023)
[i84]
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  - journals/corr/abs-2311-05567
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Cristina Palmero, Mikel de Velasco, Mohamed Amine Hmani, Aymen Mtibaa, Leila Ben Letaifa, Pau Buch-Cardona, Raquel Justo, Terry Amorese, Eduardo González-Fraile, Begoña Fernández-Ruanova, Jofre Tenorio-Laranga, Anna Torp Johansen, Micaela Rodrigues da Silva, Liva Jenny Martinussen, Maria Stylianou Korsnes, Gennaro Cordasco, Anna Esposito, Mounim A. El-Yacoubi, Dijana Petrovska-Delacrétaz, M. Inés Torres, Sergio Escalera:
Exploring Emotion Expression Recognition in Older Adults Interacting with a Virtual Coach. CoRR abs/2311.05567 (2023)
[i83]
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  - journals/corr/abs-2312-05840
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Rubén Ballester, Carles Casacuberta, Sergio Escalera:
Topological Data Analysis for Neural Network Analysis: A Comprehensive Survey. CoRR abs/2312.05840 (2023)
[i82]
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David Pujol-Perich, Albert Clapés, Sergio Escalera:
SADA: Semantic adversarial unsupervised domain adaptation for Temporal Action Localization. CoRR abs/2312.13377 (2023)
2022
[j115]
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Meysam Madadi, Sergio Escalera, Xavier Baró, Jordi Gonzàlez:
End-to-end global to local convolutional neural network learning for hand pose recovery in depth data. IET Comput. Vis. 16(1): 50-66 (2022)
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Razieh Rastgoo, Kourosh Kiani, Sergio Escalera:
Real-time isolated hand sign language recognition using deep networks and SVD. J. Ambient Intell. Humaniz. Comput. 13(1): 591-611 (2022)
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Cristina Palmero, María Inés Torres, Anna Esposito, Sergio Escalera:
Guest Editorial: Special issue on computer vision and machine learning for healthcare applications. Pattern Anal. Appl. 25(3): 489-492 (2022)
[j112]
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Zhen Xu, Sergio Escalera, Adrien Pavão, Magali Richard, Wei-Wei Tu, Quanming Yao, Huan Zhao, Isabelle Guyon:
Codabench: Flexible, easy-to-use, and reproducible meta-benchmark platform. Patterns 3(7): 100543 (2022)
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Júlio C. S. Jacques Júnior, Yagmur Güçlütürk, Marc Pérez, Umut Güçlü, Carlos Andújar, Xavier Baró, Hugo Jair Escalante, Isabelle Guyon, Marcel A. J. van Gerven, Rob van Lier, Sergio Escalera:
First Impressions: A Survey on Vision-Based Apparent Personality Trait Analysis. IEEE Trans. Affect. Comput. 13(1): 75-95 (2022)
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Hugo Jair Escalante, Heysem Kaya, Albert Ali Salah, Sergio Escalera, Yagmur Güçlütürk, Umut Güçlü, Xavier Baró, Isabelle Guyon, Júlio C. S. Jacques Júnior, Meysam Madadi, Stéphane Ayache, Evelyne Viegas, Furkan Gürpinar, Achmadnoer Sukma Wicaksana, Cynthia C. S. Liem, Marcel A. J. van Gerven, Rob van Lier:
Modeling, Recognizing, and Explaining Apparent Personality From Videos. IEEE Trans. Affect. Comput. 13(2): 894-911 (2022)
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Jun Wan, Chi Lin, Longyin Wen, Yunan Li, Qiguang Miao, Sergio Escalera, Gholamreza Anbarjafari, Isabelle Guyon, Guodong Guo, Stan Z. Li:
ChaLearn Looking at People: IsoGD and ConGD Large-Scale RGB-D Gesture Recognition. IEEE Trans. Cybern. 52(5): 3422-3433 (2022)
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Ajian Liu, Chenxu Zhao, Zitong Yu, Jun Wan, Anyang Su, Xing Liu, Zichang Tan, Sergio Escalera, Junliang Xing, Yanyan Liang, Guodong Guo, Zhen Lei, Stan Z. Li, Du Zhang:
Contrastive Context-Aware Learning for 3D High-Fidelity Mask Face Presentation Attack Detection. IEEE Trans. Inf. Forensics Secur. 17: 2497-2507 (2022)
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Hugo Bertiche, Meysam Madadi, Sergio Escalera:
Neural Cloth Simulation. ACM Trans. Graph. 41(6): 220:1-220:14 (2022)
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Arya Farkhondeh, Cristina Palmero, Simone Scardapane, Sergio Escalera:
Towards Self-Supervised Gaze Estimation. BMVC 2022: 549
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Carles Onielfa, Carles Casacuberta, Sergio Escalera:
Influence in Social Networks Through Visual Analysis of Image Memes. CCIA 2022: 71-80
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Terry Amorese, Claudia Greco, Marialucia Cuciniello, Carmela Buono, Cristina Palmero, Pau Buch-Cardona, Sergio Escalera, María Inés Torres, Gennaro Cordasco, Anna Esposito:
Using Eye Tracking to Investigate Interaction Between Humans and Virtual Agents. CogSIMA 2022: 125-132
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Manuel Vázquez-Enríquez, José Luis Alba-Castro, Laura Docío Fernández, Júlio C. S. Jacques Júnior, Sergio Escalera:
ECCV 2022 Sign Spotting Challenge: Dataset, Design and Results. ECCV Workshops (8) 2022: 225-242
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Anders Skaarup Johansen, Júlio C. S. Jacques Júnior, Kamal Nasrollahi, Sergio Escalera, Thomas B. Moeslund:
ChaLearn LAP Seasons in Drift Challenge: Dataset, Design and Results. ECCV Workshops (5) 2022: 755-769
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Dustin Carrión-Ojeda, Hong Chen, Adrian El Baz, Sergio Escalera, Chaoyu Guan, Isabelle Guyon, Ihsan Ullah, Xin Wang, Wenwu Zhu:
NeurIPS’22 Cross-Domain MetaDL competition: Design and baseline results. Meta-Knowledge Transfer @ ECML/PKDD 2022: 24-37
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Marc Oliu, Sarah Adel Bargal, Stan Sclaroff, Xavier Baró, Sergio Escalera:
Multi-varied Cumulative Alignment for Domain Adaptation. ICIAP (2) 2022: 324-334
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Alex Falcon, Swathikiran Sudhakaran, Giuseppe Serra, Sergio Escalera, Oswald Lanz:
Relevance-based Margin for Contrastively-trained Video Retrieval Models. ICMR 2022: 146-157
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Silvio Giancola, Anthony Cioppa, Adrien Deliège, Floriane Magera, Vladimir Somers, Le Kang, Xin Zhou, Olivier Barnich, Christophe De Vleeschouwer, Alexandre Alahi, Bernard Ghanem, Marc Van Droogenbroeck, Abdulrahman Darwish, Adrien Maglo, Albert Clapés, Andreas Luyts, Andrei Boiarov, Artur Xarles, Astrid Orcesi, Avijit Shah, Baoyu Fan, Bharath Comandur, Chen Chen, Chen Zhang, Chen Zhao, Chengzhi Lin, Cheuk-Yiu Chan, Chun Chuen Hui, Dengjie Li, Fan Yang, Fan Liang, Fang Da, Feng Yan, Fufu Yu, Guanshuo Wang, H. Anthony Chan, He Zhu, Hongwei Kan, Jiaming Chu, Jianming Hu, Jianyang Gu, Jin Chen, João V. B. Soares, Jonas Theiner, Jorge De Corte, José Henrique Brito, Jun Zhang, Junjie Li, Junwei Liang, Leqi Shen, Lin Ma, Lingchi Chen, Miguel Santos Marques, Mike Azatov, Nikita Kasatkin, Ning Wang, Qiong Jia, Quoc-Cuong Pham, Ralph Ewerth, Ran Song, Rengang Li, Rikke Gade, Ruben Debien, Runze Zhang, Sangrok Lee, Sergio Escalera, Shan Jiang, Shigeyuki Odashima, Shimin Chen, Shoichi Masui, Shouhong Ding, Sin-wai Chan, Siyu Chen, Tallal El Shabrawy, Tao He, Thomas B. Moeslund, Wan-Chi Siu, Wei Zhang, Wei Li, Xiangwei Wang, Xiao Tan, Xiaochuan Li, Xiaolin Wei, Xiaoqing Ye, Xing Liu, Xinying Wang, Yandong Guo, Yaqian Zhao, Yi Yu, Yingying Li, Yue He, Yujie Zhong, Zhenhua Guo, Zhiheng Li:
SoccerNet 2022 Challenges Results. MMSports@MM 2022: 75-86
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Ihsan Ullah, Dustin Carrión-Ojeda, Sergio Escalera, Isabelle Guyon, Mike Huisman, Felix Mohr, Jan N. van Rijn, Haozhe Sun, Joaquin Vanschoren, Phan Anh Vu:
Meta-Album: Multi-domain Meta-Dataset for Few-Shot Image Classification. NeurIPS 2022
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Joakim Bruslund Haurum, Meysam Madadi, Sergio Escalera, Thomas B. Moeslund:
Multi-Task Classification of Sewer Pipe Defects and Properties using a Cross-Task Graph Neural Network Decoder. WACV 2022: 1441-1452
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Razieh Rastgoo, Kourosh Kiani, Sergio Escalera, Vassilis Athitsos, Mohammad Sabokrou:
All You Need In Sign Language Production. CoRR abs/2201.01609 (2022)
[i80]
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Reuben Dorent, Aaron Kujawa, Marina Ivory, Spyridon Bakas, Nicola Rieke, Samuel Joutard, Ben Glocker, Jorge Cardoso, Marc Modat, Kayhan Batmanghelich, Arseniy Belkov, Maria G. Baldeon Calisto, Jae Won Choi, Benoit M. Dawant, Hexin Dong, Sergio Escalera, Yubo Fan, Lasse Hansen, Mattias P. Heinrich, Smriti Joshi, Victoriya Kashtanova, Hyeongyu Kim, Satoshi Kondo, Christian N. Kruse, Susana K. Lai-Yuen, Hao Li, Han Liu, Buntheng Ly, Ipek Oguz, Hyungseob Shin, Boris Shirokikh, Zixian Su, Guotai Wang, Jianghao Wu, Yanwu Xu, Kai Yao, Li Zhang, Sébastien Ourselin, Jonathan Shapey, Tom Vercauteren:
CrossMoDA 2021 challenge: Benchmark of Cross-Modality Domain Adaptation techniques for Vestibular Schwnannoma and Cochlea Segmentation. CoRR abs/2201.02831 (2022)
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Lei Li, Fuping Wu, Sihan Wang, Xinzhe Luo, Carlos Martín-Isla, Shuwei Zhai, Jianpeng Zhang, Yanfei Liu, Zhen Zhang, Markus J. Ankenbrand, Haochuan Jiang, Xiaoran Zhang, Linhong Wang, Tewodros Weldebirhan Arega, Elif Altunok, Zhou Zhao, Feiyan Li, Jun Ma, Xiaoping Yang, Élodie Puybareau, Ilkay Öksüz, Stéphanie Bricq, Weisheng Li, Kumaradevan Punithakumar, Sotirios A. Tsaftaris, Laura Maria Schreiber, Mingjing Yang, Guocai Liu, Yong Xia, Guotai Wang, Sergio Escalera, Xiahai Zhuang:
MyoPS: A Benchmark of Myocardial Pathology Segmentation Combining Three-Sequence Cardiac Magnetic Resonance Images. CoRR abs/2201.03186 (2022)
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Zhengying Liu, Adrien Pavao, Zhen Xu, Sergio Escalera, Fabio Ferreira, Isabelle Guyon, Sirui Hong, Frank Hutter, Rongrong Ji, Júlio C. S. Jacques Júnior, Ge Li, Marius Lindauer, Zhipeng Luo, Meysam Madadi, Thomas Nierhoff, Kangning Niu, Chunguang Pan, Danny Stoll, Sébastien Treguer, Jin Wang, Peng Wang, Chenglin Wu, Youcheng Xiong, Arber Zela, Yang Zhang:
Winning solutions and post-challenge analyses of the ChaLearn AutoDL challenge 2019. CoRR abs/2201.03801 (2022)
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  - journals/corr/abs-2201-05991
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Javier Selva, Anders Skaarup Johansen, Sergio Escalera, Kamal Nasrollahi, Thomas B. Moeslund, Albert Clapés:
Video Transformers: A Survey. CoRR abs/2201.05991 (2022)
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  - journals/corr/abs-2203-02480
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Germán Barquero, Johnny Núñez, Sergio Escalera, Zhen Xu, Wei-Wei Tu, Isabelle Guyon, Cristina Palmero:
Didn't see that coming: a survey on non-verbal social human behavior forecasting. CoRR abs/2203.02480 (2022)
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  - journals/corr/abs-2203-03245
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Germán Barquero, Johnny Núñez, Zhen Xu, Sergio Escalera, Wei-Wei Tu, Isabelle Guyon, Cristina Palmero:
Comparison of Spatio-Temporal Models for Human Motion and Pose Forecasting in Face-to-Face Interaction Scenarios. CoRR abs/2203.03245 (2022)
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  - journals/corr/abs-2203-08897
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Swathikiran Sudhakaran, Sergio Escalera, Oswald Lanz:
Gate-Shift-Fuse for Video Action Recognition. CoRR abs/2203.08897 (2022)
[i73]
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  - journals/corr/abs-2203-10974
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Arya Farkhondeh, Cristina Palmero, Simone Scardapane, Sergio Escalera:
Towards Self-Supervised Gaze Estimation. CoRR abs/2203.10974 (2022)
[i72]
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  - journals/corr/abs-2203-12330
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Rubén Ballester, Xavier Arnal Clemente, Carles Casacuberta, Meysam Madadi, Ciprian A. Corneanu, Sergio Escalera:
Towards explaining the generalization gap in neural networks using topological data analysis. CoRR abs/2203.12330 (2022)
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  - journals/corr/abs-2204-00923
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Razieh Rastgoo, Kourosh Kiani, Sergio Escalera:
Word separation in continuous sign language using isolated signs and post-processing. CoRR abs/2204.00923 (2022)
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  - journals/corr/abs-2204-13001
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Alex Falcon, Swathikiran Sudhakaran, Giuseppe Serra, Sergio Escalera, Oswald Lanz:
Relevance-based Margin for Contrastively-trained Video Retrieval Models. CoRR abs/2204.13001 (2022)
[i69]
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  - journals/corr/abs-2206-10903
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Alex Falcon, Giuseppe Serra, Sergio Escalera, Oswald Lanz:
UniUD-FBK-UB-UniBZ Submission to the EPIC-Kitchens-100 Multi-Instance Retrieval Challenge 2022. CoRR abs/2206.10903 (2022)
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  - journals/corr/abs-2207-07619
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Razieh Rastgoo, Kourosh Kiani, Sergio Escalera:
A Non-Anatomical Graph Structure for isolated hand gesture separation in continuous gesture sequences. CoRR abs/2207.07619 (2022)
[i67]
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  - journals/corr/abs-2208-14686
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Dustin Carrión-Ojeda, Hong Chen, Adrian El Baz, Sergio Escalera, Chaoyu Guan, Isabelle Guyon, Ihsan Ullah, Xin Wang, Wenwu Zhu:
NeurIPS'22 Cross-Domain MetaDL competition: Design and baseline results. CoRR abs/2208.14686 (2022)
[i66]
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  - journals/corr/abs-2210-02365
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Silvio Giancola, Anthony Cioppa, Adrien Deliège, Floriane Magera, Vladimir Somers, Le Kang, Xin Zhou, Olivier Barnich, Christophe De Vleeschouwer, Alexandre Alahi, Bernard Ghanem, Marc Van Droogenbroeck, Abdulrahman Darwish, Adrien Maglo, Albert Clapés, Andreas Luyts, Andrei Boiarov, Artur Xarles, Astrid Orcesi, Avijit Shah, Baoyu Fan, Bharath Comandur, Chen Chen, Chen Zhang, Chen Zhao, Chengzhi Lin, Cheuk-Yiu Chan, Chun Chuen Hui, Dengjie Li, Fan Yang, Fan Liang, Fang Da, Feng Yan, Fufu Yu, Guanshuo Wang, H. Anthony Chan, He Zhu, Hongwei Kan, Jiaming Chu, Jianming Hu, Jianyang Gu, Jin Chen, João V. B. Soares, Jonas Theiner, Jorge De Corte, José Henrique Brito, Jun Zhang, Junjie Li, Junwei Liang, Leqi Shen, Lin Ma, Lingchi Chen, Miguel Santos Marques, Mike Azatov, Nikita Kasatkin, Ning Wang, Qiong Jia, Quoc-Cuong Pham, Ralph Ewerth, Ran Song, Rengang Li, Rikke Gade, Ruben Debien, Runze Zhang, Sangrok Lee, Sergio Escalera, Shan Jiang, Shigeyuki Odashima, Shimin Chen, Shoichi Masui, Shouhong Ding, Sin-wai Chan, Siyu Chen, Tallal El Shabrawy, Tao He, Thomas B. Moeslund, Wan-Chi Siu, Wei Zhang, Wei Li, Xiangwei Wang, Xiao Tan, Xiaochuan Li, Xiaolin Wei, Xiaoqing Ye, Xing Liu, Xinying Wang, Yandong Guo, Yaqian Zhao, Yi Yu, Yingying Li, Yue He, Yujie Zhong, Zhenhua Guo, Zhiheng Li:
SoccerNet 2022 Challenges Results. CoRR abs/2210.02365 (2022)
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Germán Barquero, Sergio Escalera, Cristina Palmero:
BeLFusion: Latent Diffusion for Behavior-Driven Human Motion Prediction. CoRR abs/2211.14304 (2022)
[i64]
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  - journals/corr/abs-2212-11220
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Hugo Bertiche, Meysam Madadi, Sergio Escalera:
Neural Cloth Simulation. CoRR abs/2212.11220 (2022)
2021
[j106]
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  - journals/bmcbi/DecampsAPABAEGN21
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Clémentine Decamps, Alexis Arnaud, Florent Petitprez, Mira Ayadi, Aurélia Baurès, Lucile Armenoult, Sergio Escalera, Isabelle Guyon, Rémy Nicolle, Richard Tomasini, Aurélien de Reyniès, Jérôme Cros, Yuna Blum, Magali Richard:
DECONbench: a benchmarking platform dedicated to deconvolution methods for tumor heterogeneity quantification. BMC Bioinform. 22(1): 473 (2021)
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Annalisa Appice, Sergio Escalera, José A. Gámez, Heike Trautmann:
Introduction to the special issue of the ECML PKDD 2021 journal track. Data Min. Knowl. Discov. 35(6): 2540-2541 (2021)
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Razieh Rastgoo, Kourosh Kiani, Sergio Escalera:
Sign Language Recognition: A Deep Survey. Expert Syst. Appl. 164: 113794 (2021)
[j103]
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Ajian Liu, Xuan Li, Jun Wan, Yanyan Liang, Sergio Escalera, Hugo Jair Escalante, Meysam Madadi, Yi Jin, Zhuoyuan Wu, Xiaogang Yu, Zichang Tan, Qi Yuan, Ruikun Yang, Benjia Zhou, Guodong Guo, Stan Z. Li:
Cross-ethnicity face anti-spoofing recognition challenge: A review. IET Biom. 10(1): 24-43 (2021)
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Meysam Madadi, Hugo Bertiche, Sergio Escalera:
Deep Unsupervised 3D Human Body Reconstruction from a Sparse set of Landmarks. Int. J. Comput. Vis. 129(8): 2499-2512 (2021)
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Annalisa Appice, Sergio Escalera, José A. Gámez, Heike Trautmann:
Introduction to the special issue of the ECML PKDD 2021 journal track. Mach. Learn. 110(10): 2991-2992 (2021)
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Razieh Rastgoo, Kourosh Kiani, Sergio Escalera:
Hand pose aware multimodal isolated sign language recognition. Multim. Tools Appl. 80(1): 127-163 (2021)
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Zhengying Liu, Adrien Pavao, Zhen Xu, Sergio Escalera, Fabio Ferreira, Isabelle Guyon, Sirui Hong, Frank Hutter, Rongrong Ji, Júlio C. S. Jacques Júnior, Ge Li, Marius Lindauer, Zhipeng Luo, Meysam Madadi, Thomas Nierhoff, Kangning Niu, Chunguang Pan, Danny Stoll, Sébastien Treguer, Jin Wang, Peng Wang, Chenglin Wu, Youcheng Xiong, Arber Zela, Yang Zhang:
Winning Solutions and Post-Challenge Analyses of the ChaLearn AutoDL Challenge 2019. IEEE Trans. Pattern Anal. Mach. Intell. 43(9): 3108-3125 (2021)
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Javier Marín, Sergio Escalera:
SSSGAN: Satellite Style and Structure Generative Adversarial Networks. Remote. Sens. 13(19): 3984 (2021)
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Kaustubh Kulkarni, Ciprian Adrian Corneanu, Ikechukwu Ofodile, Sergio Escalera, Xavier Baró, Sylwia Julia Hyniewska, Jüri Allik, Gholamreza Anbarjafari:
Automatic Recognition of Facial Displays of Unfelt Emotions. IEEE Trans. Affect. Comput. 12(2): 377-390 (2021)
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Fatemeh Noroozi, Ciprian Adrian Corneanu, Dorota Kaminska, Tomasz Sapinski, Sergio Escalera, Gholamreza Anbarjafari:
Survey on Emotional Body Gesture Recognition. IEEE Trans. Affect. Comput. 12(2): 505-523 (2021)
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Ricardo Darío Pérez Principi, Cristina Palmero, Júlio C. S. Jacques Júnior, Sergio Escalera:
On the Effect of Observed Subject Biases in Apparent Personality Analysis From Audio-Visual Signals. IEEE Trans. Affect. Comput. 12(3): 607-621 (2021)
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Jun Wan, Sergio Escalera, Hugo Jair Escalante, Guodong Guo, Stan Z. Li:
Special Issue on Face Presentation Attack Detection. IEEE Trans. Biom. Behav. Identity Sci. 3(3): 282-284 (2021)
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Víctor M. Campello, Polyxeni Gkontra, Cristian Izquierdo, Carlos Martín-Isla, Alireza Sojoudi, Peter M. Full, Klaus H. Maier-Hein, Yao Zhang, Zhiqiang He, Jun Ma, Mario Parreño, Alberto Albiol, Fanwei Kong, Shawn C. Shadden, Jorge Corral Acero, Vaanathi Sundaresan, Mina Saber, Mustafa A. Alattar, Hongwei Li, Bjoern H. Menze, Firas Khader, Christoph Haarburger, Cian M. Scannell, Mitko Veta, Adam Carscadden, Kumaradevan Punithakumar, Xiao Liu, Sotirios A. Tsaftaris, Xiaoqiong Huang, Xin Yang, Lei Li, Xiahai Zhuang, David Viladés, Martín Luís Descalzo, Andrea Guala, Lucia La Mura, Matthias G. W. Friedrich, Ria Garg, Julie Lebel, Filipe Henriques, Mahir Karakas, Ersin Çavus, Steffen E. Petersen, Sergio Escalera, Santi Seguí, José F. Rodríguez Palomares, Karim Lekadir:
Multi-Centre, Multi-Vendor and Multi-Disease Cardiac Segmentation: The M&Ms Challenge. IEEE Trans. Medical Imaging 40(12): 3543-3554 (2021)
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Hugo Bertiche, Meysam Madadi, Sergio Escalera:
PBNS: physically based neural simulation for unsupervised garment pose space deformation. ACM Trans. Graph. 40(6): 198:1-198:14 (2021)
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Smriti Joshi, Richard Osuala, Carlos Martín-Isla, Víctor M. Campello, Carla Sendra-Balcells, Karim Lekadir, Sergio Escalera:
nn-UNet Training on CycleGAN-Translated Images for Cross-modal Domain Adaptation in Biomedical Imaging. BrainLes@MICCAI (2) 2021: 540-551
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Razieh Rastgoo, Kourosh Kiani, Sergio Escalera, Mohammad Sabokrou:
Sign Language Production: A Review. CVPR Workshops 2021: 3451-3461
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Ozge Mercanoglu Sincan, Júlio C. S. Jacques Júnior, Sergio Escalera, Hacer Yalim Keles:
ChaLearn LAP Large Scale Signer Independent Isolated Sign Language Recognition Challenge: Design, Results and Future Research. CVPR Workshops 2021: 3472-3481
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Hugo Bertiche, Meysam Madadi, Sergio Escalera:
Deep Parametric Surfaces for 3D Outfit Reconstruction from Single View Image. FG 2021: 1-8
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Albert Rial-Farràs, Meysam Madadi, Sergio Escalera:
UV-based reconstruction of 3D garments from a single RGB image. FG 2021: 1-8
[c166]
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Cristina Palmero, Júlio C. S. Jacques Júnior, Albert Clapés, Isabelle Guyon, Wei-Wei Tu, Thomas B. Moeslund, Sergio Escalera:
Understanding Social Behavior in Dyadic and Small Group Interactions: Preface. DYAD@ICCV 2021: 1-3
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Cristina Palmero, Germán Barquero, Júlio C. S. Jacques Júnior, Albert Clapés, Johnny Núñez, David Curto, Sorina Smeureanu, Javier Selva, Zejian Zhang, David Saeteros, David Gallardo-Pujol, Georgina Guilera, David Leiva, Feng Han, Xiaoxue Feng, Jennifer He, Wei-Wei Tu, Thomas B. Moeslund, Isabelle Guyon, Sergio Escalera:
ChaLearn LAP Challenges on Self-Reported Personality Recognition and Non-Verbal Behavior Forecasting During Social Dyadic Interactions: Dataset, Design, and Results. DYAD@ICCV 2021: 4-52
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Germán Barquero, Johnny Núñez, Zhen Xu, Sergio Escalera, Wei-Wei Tu, Isabelle Guyon, Cristina Palmero:
Comparison of Spatio-Temporal Models for Human Motion and Pose Forecasting in Face-to-Face Interaction Scenarios. DYAD@ICCV 2021: 107-138
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Germán Barquero, Johnny Núñez, Sergio Escalera, Zhen Xu, Wei-Wei Tu, Isabelle Guyon, Cristina Palmero:
Didn't see that coming: a survey on non-verbal social human behavior forecasting. DYAD@ICCV 2021: 139-178
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Ádám Fodor, Rachid Riad Saboundji, Júlio C. S. Jacques Júnior, Sergio Escalera, David Gallardo-Pujol, András Lorincz:
Multimodal Sentiment and Personality Perception Under Speech: A Comparison of Transformer-based Architectures. DYAD@ICCV 2021: 218-241
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Hugo Bertiche, Meysam Madadi, Emilio Tylson, Sergio Escalera:
DeePSD: Automatic Deep Skinning And Pose Space Deformation For 3D Garment Animation. ICCV 2021: 5451-5460
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Ajian Liu, Chenxu Zhao, Zitong Yu, Anyang Su, Xing Liu, Zijian Kong, Jun Wan, Sergio Escalera, Hugo Jair Escalante, Zhen Lei, Guodong Guo:
3D High-Fidelity Mask Face Presentation Attack Detection Challenge. ICCVW 2021: 814-823
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  - conf/iccvw/MadanFNEM21
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Neelu Madan, Arya Farkhondeh, Kamal Nasrollahi, Sergio Escalera, Thomas B. Moeslund:
Temporal Cues from Socially Unacceptable Trajectories for Anomaly Detection. ICCVW 2021: 2150-2158
[c158]
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Claudia Greco, Carmela Buono, Pau Buch-Cardona, Gennaro Cordasco, Sergio Escalera, Anna Esposito, Anaïs Fernández, Daria Kyslitska, Maria Stylianou Korsnes, Cristina Palmero, Jofre Tenorio-Laranga, Anna Torp Johansen, María Inés Torres:
Emotional Features of Interactions with Empathic Agents. ICCVW 2021: 2168-2176
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David Curto, Albert Clapés, Javier Selva, Sorina Smeureanu, Júlio C. S. Jacques Júnior, David Gallardo-Pujol, Georgina Guilera, David Leiva, Thomas B. Moeslund, Sergio Escalera, Cristina Palmero:
Dyadformer: A Multi-modal Transformer for Long-Range Modeling of Dyadic Interactions. ICCVW 2021: 2177-2188
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Reza Azad, Afshin Bozorgpour, Maryam Asadi-Aghbolaghi, Dorit Merhof, Sergio Escalera:
Deep Frequency Re-calibration U-Net for Medical Image Segmentation. ICCVW 2021: 3267-3276
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Javier Mikel Olaso, Alain Vázquez, Leila Ben Letaifa, Mikel de Velasco, Aymen Mtibaa, Mohamed Amine Hmani, Dijana Petrovska-Delacrétaz, Gérard Chollet, César Montenegro, Asier López-Zorrilla, Raquel Justo, Roberto Santana, Jofre Tenorio-Laranga, Eduardo González-Fraile, Begoña Fernández-Ruanova, Gennaro Cordasco, Anna Esposito, Kristin Beck Gjellesvik, Anna Torp Johansen, Maria Stylianou Korsnes, Colin Pickard, Cornelius Glackin, Gary Cahalane, Pau Buch-Cardona, Cristina Palmero, Sergio Escalera, Olga Gordeeva, Olivier Deroo, Anaïs Fernández, Daria Kyslitska, José Antonio Lozano, María Inés Torres, Stephan Schlögl:
The EMPATHIC Virtual Coach: a demo. ICMI 2021: 848-851
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Joan Codina-Filbà, Sergio Escalera, Joan Escudero, Coen Antens, Pau Buch-Cardona, Mireia Farrús:
Mobile eHealth Platform for Home Monitoring of Bipolar Disorder. MMM (2) 2021: 330-341
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Dustin Carrión-Ojeda, Mahbubul Alam, Sergio Escalera, Ahmed K. Farahat, Dipanjan Ghosh, Maria Teresa Gonzalez Diaz, Chetan Gupta, Isabelle Guyon, Joël Roman Ky, Xian Yeow Lee, Xin Liu, Felix Mohr, Manh Hung Nguyen, Emmanuel Pintelas, Stefan Roth, Simone Schaub-Meyer, Haozhe Sun, Ihsan Ullah, Joaquin Vanschoren, Lasitha Vidyaratne, Jiamin Wu, Xiaotian Yin:
NeurIPS’22 Cross-Domain MetaDL Challenge: Results and lessons learned. NeurIPS (Competition and Demos) 2021: 50-72
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Cristina Palmero, Javier Selva, Sorina Smeureanu, Júlio C. S. Jacques Júnior, Albert Clapés, Alexa Moseguí, Zejian Zhang, David Gallardo-Pujol, Georgina Guilera, David Leiva, Sergio Escalera:
Context-Aware Personality Inference in Dyadic Scenarios: Introducing the UDIVA Dataset. WACV (Workshops) 2021: 1-12
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Júlio C. S. Jacques Júnior, Àgata Lapedriza, Cristina Palmero, Xavier Baró, Sergio Escalera:
Person Perception Biases Exposed: Revisiting the First Impressions Dataset. WACV (Workshops) 2021: 13-21
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Ajian Liu, Zichang Tan, Jun Wan, Sergio Escalera, Guodong Guo, Stan Z. Li:
CASIA-SURF CeFA: A Benchmark for Multi-modal Cross-ethnicity Face Anti-spoofing. WACV 2021: 1178-1186
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Cristina Palmero, Júlio C. S. Jacques Júnior, Albert Clapés, Isabelle Guyon, Wei-Wei Tu, Thomas B. Moeslund, Sergio Escalera:
ChaLearn LAP Challenge on Understanding Social Behavior in Dyadic and Small Group Interactions, DYAD 2021, held in conjunction with ICCV 2021, Virtual, October 16, 2021. Proceedings of Machine Learning Research 173, PMLR 2021 [contents]
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Swathikiran Sudhakaran, Sergio Escalera, Oswald Lanz:
Learning to Recognize Actions on Objects in Egocentric Video with Attention Dictionaries. CoRR abs/2102.08065 (2021)
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Razieh Rastgoo, Kourosh Kiani, Sergio Escalera, Mohammad Sabokrou:
Sign Language Production: A Review. CoRR abs/2103.15910 (2021)
[i61]
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Ajian Liu, Chenxu Zhao, Zitong Yu, Jun Wan, Anyang Su, Xing Liu, Zichang Tan, Sergio Escalera, Junliang Xing, Yanyan Liang, Guodong Guo, Zhen Lei, Stan Z. Li, Du Zhang:
Contrastive Context-Aware Learning for 3D High-Fidelity Mask Face Presentation Attack Detection. CoRR abs/2104.06148 (2021)
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Penny Tarling, Mauricio Cantor, Albert Clapés, Sergio Escalera:
Deep learning with self-supervision and uncertainty regularization to count fish in underwater images. CoRR abs/2104.14964 (2021)
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M. Inés Torres, Javier Mikel Olaso, César Montenegro, Roberto Santana, Alain Vázquez, Raquel Justo, José Antonio Lozano, Stephan Schlögl, Gérard Chollet, Nazim Dugan, M. Irvine, Neil Glackin, Colin Pickard, Anna Esposito, Gennaro Cordasco, Alda Troncone, Dijana Petrovska-Delacrétaz, Aymen Mtibaa, Mohamed Amine Hmani, Maria Stylianou Korsnes, L. J. Martinussen, Sergio Escalera, Cristina Palmero Cantariño, Olivier Deroo, Olga Gordeeva, Jofre Tenorio-Laranga, Eduardo Gonzalez-Fraile, Begonya Fernandez-Ruanova, A. Gonzalez-Pinto:
The EMPATHIC Project: Mid-term Achievements. CoRR abs/2105.01878 (2021)
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Ozge Mercanoglu Sincan, Júlio C. S. Jacques Júnior, Sergio Escalera, Hacer Yalim Keles:
ChaLearn LAP Large Scale Signer Independent Isolated Sign Language Recognition Challenge: Design, Results and Future Research. CoRR abs/2105.05066 (2021)
[i57]
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Meysam Madadi, Hugo Bertiche, Sergio Escalera:
Deep unsupervised 3D human body reconstruction from a sparse set of landmarks. CoRR abs/2106.12282 (2021)
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Sergio Escalera, Marti Soler, Stéphane Ayache, Umut Güçlü, Jun Wan, Meysam Madadi, Xavier Baró, Hugo Jair Escalante, Isabelle Guyon:
ChaLearn Looking at People: Inpainting and Denoising challenges. CoRR abs/2106.13071 (2021)
[i55]
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Ajian Liu, Chenxu Zhao, Zitong Yu, Anyang Su, Xing Liu, Zijian Kong, Jun Wan, Sergio Escalera, Hugo Jair Escalante, Zhen Lei, Guodong Guo:
3D High-Fidelity Mask Face Presentation Attack Detection Challenge. CoRR abs/2108.06968 (2021)
[i54]
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Razieh Rastgoo, Kourosh Kiani, Sergio Escalera:
ZS-SLR: Zero-Shot Sign Language Recognition from RGB-D Videos. CoRR abs/2108.10059 (2021)
[i53]
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Razieh Rastgoo, Kourosh Kiani, Sergio Escalera, Mohammad Sabokrou:
Multi-Modal Zero-Shot Sign Language Recognition. CoRR abs/2109.00796 (2021)
[i52]
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  - journals/corr/abs-2109-09487
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David Curto, Albert Clapés, Javier Selva, Sorina Smeureanu, Júlio C. S. Jacques Júnior, David Gallardo-Pujol, Georgina Guilera, David Leiva, Thomas B. Moeslund, Sergio Escalera, Cristina Palmero:
Dyadformer: A Multi-modal Transformer for Long-Range Modeling of Dyadic Interactions. CoRR abs/2109.09487 (2021)
[i51]
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  - journals/corr/abs-2110-01614
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Hugo Bertiche, Meysam Madadi, Sergio Escalera:
Neural Implicit Surfaces for Efficient and Accurate Collisions in Physically Based Simulations. CoRR abs/2110.01614 (2021)
[i50]
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Swathikiran Sudhakaran, Adrian Bulat, Juan-Manuel Pérez-Rúa, Alex Falcon, Sergio Escalera, Oswald Lanz, Brais Martínez, Georgios Tzimiropoulos:
SAIC_Cambridge-HuPBA-FBK Submission to the EPIC-Kitchens-100 Action Recognition Challenge 2021. CoRR abs/2110.02902 (2021)
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Zhen Xu, Huan Zhao, Wei-Wei Tu, Magali Richard, Sergio Escalera, Isabelle Guyon:
Codabench: Flexible, Easy-to-Use and Reproducible Benchmarking for Everyone. CoRR abs/2110.05802 (2021)
[i48]
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  - journals/corr/abs-2111-07846
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Joakim Bruslund Haurum, Meysam Madadi, Sergio Escalera, Thomas B. Moeslund:
Multi-Task Classification of Sewer Pipe Defects and Properties using a Cross-Task Graph Neural Network Decoder. CoRR abs/2111.07846 (2021)
2020
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Jun Wan, Guodong Guo, Sergio Escalera, Hugo Jair Escalante, Stan Z. Li:
Multi-Modal Face Presentation Attack Detection. Synthesis Lectures on Computer Vision, Morgan & Claypool Publishers 2020, ISBN 978-3-031-00696-8
[j91]
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Thomas B. Moeslund, Sergio Escalera, Gholamreza Anbarjafari, Kamal Nasrollahi, Jun Wan:
Statistical Machine Learning for Human Behaviour Analysis. Entropy 22(5): 530 (2020)
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Razieh Rastgoo, Kourosh Kiani, Sergio Escalera:
Hand sign language recognition using multi-view hand skeleton. Expert Syst. Appl. 150: 113336 (2020)
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Yunan Li, Jun Wan, Qiguang Miao, Sergio Escalera, Huijuan Fang, Huizhou Chen, Xiangda Qi, Guodong Guo:
CR-Net: A Deep Classification-Regression Network for Multimodal Apparent Personality Analysis. Int. J. Comput. Vis. 128(12): 2763-2780 (2020)
[j88]
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Raquel Justo, Leila Ben Letaifa, Cristina Palmero, Eduardo Gonzalez-Fraile, Anna Torp Johansen, Alain Vázquez, Gennaro Cordasco, Stephan Schlögl, Begoña Fernández-Ruanova, Micaela Rodrigues da Silva, Sergio Escalera, Mikel de Velasco, Jofre Tenorio-Laranga, Anna Esposito, Maria Korsnes, M. Inés Torres:
Analysis of the interaction between elderly people and a simulated virtual coach. J. Ambient Intell. Humaniz. Comput. 11(12): 6125-6140 (2020)
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Razieh Rastgoo, Kourosh Kiani, Sergio Escalera:
Video-based isolated hand sign language recognition using a deep cascaded model. Multim. Tools Appl. 79(31-32): 22965-22987 (2020)
[j86]
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Sergio Escalera, Hugo Jair Escalante, Xavier Baró, Isabelle Guyon, Meysam Madadi, Jun Wan, Stéphane Ayache, Yagmur Güçlütürk, Umut Güçlü:
Guest Editorial: Image and Video Inpainting and Denoising. IEEE Trans. Pattern Anal. Mach. Intell. 42(5): 1021-1024 (2020)
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Meysam Madadi, Hugo Bertiche, Sergio Escalera:
SMPLR: Deep learning based SMPL reverse for 3D human pose and shape recovery. Pattern Recognit. 106: 107472 (2020)
[j84]
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Zhengying Liu, Zhen Xu, Sergio Escalera, Isabelle Guyon, Júlio C. S. Jacques Júnior, Meysam Madadi, Adrien Pavao, Sébastien Treguer, Wei-Wei Tu:
Towards automated computer vision: analysis of the AutoCV challenges 2019. Pattern Recognit. Lett. 135: 196-203 (2020)
[j83]
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Shifeng Zhang, Ajian Liu, Jun Wan, Yanyan Liang, Guodong Guo, Sergio Escalera, Hugo Jair Escalante, Stan Z. Li:
CASIA-SURF: A Large-Scale Multi-Modal Benchmark for Face Anti-Spoofing. IEEE Trans. Biom. Behav. Identity Sci. 2(2): 182-193 (2020)
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Swathikiran Sudhakaran, Sergio Escalera, Oswald Lanz:
Gate-Shift Networks for Video Action Recognition. CVPR 2020: 1099-1108
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Ciprian A. Corneanu, Sergio Escalera, Aleix M. Martínez:
Computing the Testing Error Without a Testing Set. CVPR 2020: 2674-2682
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Reza Azad, Maryam Asadi-Aghbolaghi, Mahmood Fathy, Sergio Escalera:
Attention Deeplabv3+: Multi-level Context Attention Mechanism for Skin Lesion Segmentation. ECCV Workshops (1) 2020: 251-266
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Hugo Bertiche, Meysam Madadi, Sergio Escalera:
CLOTH3D: Clothed 3D Humans. ECCV (20) 2020: 344-359
[c145]
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Tomás Sixta, Júlio C. S. Jacques Júnior, Pau Buch-Cardona, Eduard Vazquez, Sergio Escalera:
FairFace Challenge at ECCV 2020: Analyzing Bias in Face Recognition. ECCV Workshops (6) 2020: 463-481
[c144]
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  - conf/fgr/FamadasMPE20
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Josep Famadas, Meysam Madadi, Cristina Palmero, Sergio Escalera:
Generative Video Face Reenactment by AUs and Gaze Regularization. FG 2020: 444-451
[c143]
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Anna Esposito, Italia Cirillo, Antonietta Maria Esposito, Leopoldina Fortunati, Gian Luca Foresti, Sergio Escalera, Nikolaos G. Bourbakis:
Impairments in decoding facial and vocal emotional expressions in high functioning autistic adults and adolescents. FG 2020: 667-674
[c142]
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Ciprian A. Corneanu, Meysam Madadi, Sergio Escalera, Aleix M. Martínez:
Explainable Early Stopping for Action Unit Recognition. FG 2020: 693-699
[c141]
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Anna Esposito, Terry Amorese, Nelson Mauro Maldonato, Alessandro Vinciarelli, María Inés Torres, Sergio Escalera, Gennaro Cordasco:
Seniors' ability to decode differently aged facial emotional expressions. FG 2020: 716-722
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Albert Clapés, Júlio C. S. Jacques Júnior, Carla Morral, Sergio Escalera:
ChaLearn LAP 2020 Challenge on Identity-preserved Human Detection: Dataset and Results. FG 2020: 801-808
[c139]
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Juan P. Wachs, Sergio Escalera, Jeffrey F. Cohn, Albert Ali Salah, Arun Ross:
Message from the General and Program Chairs FG 2020. FG 2020: xxi
[c138]
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Carlos Martín-Isla, Maryam Asadi-Aghbolaghi, Polyxeni Gkontra, Víctor M. Campello, Sergio Escalera, Karim Lekadir:
Stacked BCDU-Net with Semantic CMR Synthesis: Application to Myocardial Pathology Segmentation Challenge. MyoPS@MICCAI 2020: 1-16
[c137]
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Meysam Madadi, Hugo Bertiche, Wafa Bouzouita, Isabelle Guyon, Sergio Escalera:
Learning Cloth Dynamics: 3D+Texture Garment Reconstruction Benchmark. NeurIPS (Competition and Demos) 2020: 57-76
[i47]
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  - journals/corr/abs-2003-05056
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Maryam Asadi-Aghbolaghi, Reza Azad, Mahmood Fathy, Sergio Escalera:
Multi-level Context Gating of Embedded Collective Knowledge for Medical Image Segmentation. CoRR abs/2003.05056 (2020)
[i46]
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Ajian Liu, Zichang Tan, Xuan Li, Jun Wan, Sergio Escalera, Guodong Guo, Stan Z. Li:
CASIA-SURF CeFA: A Benchmark for Multi-modal Cross-ethnicity Face Anti-spoofing. CoRR abs/2003.05136 (2020)
[i45]
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  - journals/corr/abs-2004-10998
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Ajian Liu, Xuan Li, Jun Wan, Sergio Escalera, Hugo Jair Escalante, Meysam Madadi, Yi Jin, Zhuoyuan Wu, Xiaogang Yu, Zichang Tan, Qi Yuan, Ruikun Yang, Benjia Zhou, Guodong Guo, Stan Z. Li:
Cross-ethnicity Face Anti-spoofing Recognition Challenge: A Review. CoRR abs/2004.10998 (2020)
[i44]
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  - journals/corr/abs-2005-00450
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Ciprian A. Corneanu, Meysam Madadi, Sergio Escalera, Aleix M. Martínez:
Computing the Testing Error without a Testing Set. CoRR abs/2005.00450 (2020)
[i43]
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  - journals/corr/abs-2006-13725
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Swathikiran Sudhakaran, Sergio Escalera, Oswald Lanz:
FBK-HUPBA Submission to the EPIC-Kitchens Action Recognition 2020 Challenge. CoRR abs/2006.13725 (2020)
[i42]
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  - journals/corr/abs-2009-02715
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Hugo Bertiche, Meysam Madadi, Sergio Escalera:
DeePSD: Automatic Deep Skinning And Pose Space Deformation For 3D Garment Animation. CoRR abs/2009.02715 (2020)
[i41]
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  - journals/corr/abs-2009-07838
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Tomás Sixta, Júlio C. S. Jacques Júnior, Pau Buch-Cardona, Eduard Vazquez, Sergio Escalera:
FairFace Challenge at ECCV 2020: Analyzing Bias in Face Recognition. CoRR abs/2009.07838 (2020)
[i40]
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  - journals/corr/abs-2011-14906
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Júlio C. S. Jacques Júnior, Àgata Lapedriza, Cristina Palmero, Xavier Baró, Sergio Escalera:
Person Perception Biases Exposed: Revisiting the First Impressions Dataset. CoRR abs/2011.14906 (2020)
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  - journals/corr/abs-2012-11310
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Hugo Bertiche, Meysam Madadi, Sergio Escalera:
Physically Based Neural Simulator for Garment Animation. CoRR abs/2012.11310 (2020)
[i38]
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  - journals/corr/abs-2012-14259
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Cristina Palmero, Javier Selva, Sorina Smeureanu, Júlio C. S. Jacques Júnior, Albert Clapés, Alexa Moseguí, Zejian Zhang, David Gallardo-Pujol, Georgina Guilera, David Leiva, Sergio Escalera:
Context-Aware Personality Inference in Dyadic Scenarios: Introducing the UDIVA Dataset. CoRR abs/2012.14259 (2020)

2010 – 2019

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2019
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Juan Jose Rubio, Takahiro Kashiwa, Teera Laiteerapong, Wenlong Deng, Kohei Nagai, Sergio Escalera, Kotaro Nakayama, Yutaka Matsuo, Helmut Prendinger:
Multi-class structural damage segmentation using fully convolutional networks. Comput. Ind. 112 (2019)
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Ikechukwu Ofodile, Ahmed Helmi, Albert Clapés, Egils Avots, Kerttu Maria Peensoo, Sandhra-Mirella Valdma, Andreas Valdmann, Heli Valtna-Lukner, Sergey Omelkov, Sergio Escalera, Cagri Ozcinar, Gholamreza Anbarjafari:
Action Recognition Using Single-Pixel Time-of-Flight Detection. Entropy 21(4): 414 (2019)
[j80]
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Mohammad N. S. Jahromi, Pau Buch-Cardona, Egils Avots, Kamal Nasrollahi, Sergio Escalera, Thomas B. Moeslund, Gholamreza Anbarjafari:
Privacy-Constrained Biometric System for Non-Cooperative Users. Entropy 21(11): 1033 (2019)
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Andre Litvin, Kamal Nasrollahi, Sergio Escalera, Cagri Ozcinar, Thomas B. Moeslund, Gholamreza Anbarjafari:
A novel deep network architecture for reconstructing RGB facial images from thermal for face recognition. Multim. Tools Appl. 78(18): 25259-25271 (2019)
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Egils Avots, Meysam Madadi, Sergio Escalera, Jordi Gonzàlez, Xavier Baró, Paul Pällin, Gholamreza Anbarjafari:
From 2D to 3D geodesic-based garment matching. Multim. Tools Appl. 78(18): 25829-25853 (2019)
[j77]
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Gholamreza Anbarjafari, Sergio Escalera, Kamal Nasrollahi, Hugo Jair Escalante, Xavier Baró, Jun Wan, Thomas B. Moeslund:
Guest editorial: special issue on human abnormal behavioural analysis. Mach. Vis. Appl. 30(5): 807-811 (2019)
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  - journals/taffco/NorooziMNEA19
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Fatemeh Noroozi, Marina Marjanovic, Angelina Njegus, Sergio Escalera, Gholamreza Anbarjafari:
Audio-Visual Emotion Recognition in Video Clips. IEEE Trans. Affect. Comput. 10(1): 60-75 (2019)
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  - journals/tcsv/AzadAKE19
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Reza Azad, Maryam Asadi-Aghbolaghi, Shohreh Kasaei, Sergio Escalera:
Dynamic 3D Hand Gesture Recognition by Learning Weighted Depth Motion Maps. IEEE Trans. Circuits Syst. Video Technol. 29(6): 1729-1740 (2019)
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  - conf/cvpr/ZhangWLZ0ESWL19
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Shifeng Zhang, Xiaobo Wang, Ajian Liu, Chenxu Zhao, Jun Wan, Sergio Escalera, Hailin Shi, Zezheng Wang, Stan Z. Li:
A Dataset and Benchmark for Large-Scale Multi-Modal Face Anti-Spoofing. CVPR 2019: 919-928
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Ajian Liu, Jun Wan, Sergio Escalera, Hugo Jair Escalante, Zichang Tan, Qi Yuan, Kai Wang, Chi Lin, Guodong Guo, Isabelle Guyon, Stan Z. Li:
Multi-Modal Face Anti-Spoofing Attack Detection Challenge at CVPR2019. CVPR Workshops 2019: 1601-1610
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Ciprian A. Corneanu, Meysam Madadi, Sergio Escalera, Aleix M. Martínez:
What Does It Mean to Learn in Deep Networks? And, How Does One Detect Adversarial Attacks? CVPR 2019: 4757-4766
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Swathikiran Sudhakaran, Sergio Escalera, Oswald Lanz:
LSTA: Long Short-Term Attention for Egocentric Action Recognition. CVPR 2019: 9954-9963
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Daniel Sánchez, Marc Oliu, Meysam Madadi, Xavier Baró, Sergio Escalera:
Multi-task human analysis in still images: 2D/3D pose, depth map, and multi-part segmentation. FG 2019: 1-8
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Júlio C. S. Jacques Júnior, Cagri Ozcinar, Marina Marjanovic, Xavier Baró, Gholamreza Anbarjafari, Sergio Escalera:
On the effect of age perception biases for real age regression. FG 2019: 1-8
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Reza Azad, Maryam Asadi-Aghbolaghi, Mahmood Fathy, Sergio Escalera:
Bi-Directional ConvLSTM U-Net with Densley Connected Convolutions. ICCV Workshops 2019: 406-415
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Zhengying Liu, Zhen Xu, Shangeth Rajaa, Meysam Madadi, Júlio C. S. Jacques Júnior, Sergio Escalera, Adrien Pavao, Sébastien Treguer, Wei-Wei Tu, Isabelle Guyon:
Towards Automated Deep Learning: Analysis of the AutoDL challenge series 2019. NeurIPS (Competition and Demos) 2019: 242-252
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María Inés Torres, Javier Mikel Olaso, César Montenegro, Roberto Santana, Alain Vázquez, Raquel Justo, José Antonio Lozano, Stephan Schlögl, Gérard Chollet, Nazim Dugan, M. Irvine, Neil Glackin, Colin Pickard, Anna Esposito, Gennaro Cordasco, Alda Troncone, Dijana Petrovska-Delacrétaz, Aymen Mtibaa, Mohamed Amine Hmani, Maria Stylianou Korsnes, L. J. Martinussen, Sergio Escalera, Cristina Palmero Cantariño, Olivier Deroo, Olga Gordeeva, Jofre Tenorio-Laranga, Eduardo Gonzalez-Fraile, Begoñya Fernández-Ruanova, A. Gonzalez-Pinto:
The EMPATHIC project: mid-term achievements. PETRA 2019: 629-638
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Isabelle Guyon, Lisheng Sun-Hosoya, Marc Boullé, Hugo Jair Escalante, Sergio Escalera, Zhengying Liu, Damir Jajetic, Bisakha Ray, Mehreen Saeed, Michèle Sebag, Alexander R. Statnikov, Wei-Wei Tu, Evelyne Viegas:
Analysis of the AutoML Challenge Series 2015-2018. Automated Machine Learning 2019: 177-219
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Júlio C. S. Jacques Júnior, Cagri Ozcinar, Marina Marjanovic, Xavier Baró, Gholamreza Anbarjafari, Sergio Escalera:
On the effect of age perception biases for real age regression. CoRR abs/1902.07653 (2019)
[i36]
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Daniel Sánchez, Marc Oliu, Meysam Madadi, Xavier Baró, Sergio Escalera:
Multi-task human analysis in still images: 2D/3D pose, depth map, and multi-part segmentation. CoRR abs/1905.03003 (2019)
[i35]
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Swathikiran Sudhakaran, Sergio Escalera, Oswald Lanz:
Hierarchical Feature Aggregation Networks for Video Action Recognition. CoRR abs/1905.12462 (2019)
[i34]
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Swathikiran Sudhakaran, Sergio Escalera, Oswald Lanz:
FBK-HUPBA Submission to the EPIC-Kitchens 2019 Action Recognition Challenge. CoRR abs/1906.08960 (2019)
[i33]
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  - journals/corr/abs-1907-12193
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Jun Wan, Chi Lin, Longyin Wen, Yunan Li, Qiguang Miao, Sergio Escalera, Gholamreza Anbarjafari, Isabelle Guyon, Guodong Guo, Stan Z. Li:
ChaLearn Looking at People: IsoGD and ConGD Large-scale RGB-D Gesture Recognition. CoRR abs/1907.12193 (2019)
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Shifeng Zhang, Ajian Liu, Jun Wan, Yanyan Liang, Guodong Guo, Sergio Escalera, Hugo Jair Escalante, Stan Z. Li:
CASIA-SURF: A Large-scale Multi-modal Benchmark for Face Anti-spoofing. CoRR abs/1908.10654 (2019)
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  - journals/corr/abs-1909-00166
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Reza Azad, Maryam Asadi-Aghbolaghi, Mahmood Fathy, Sergio Escalera:
Bi-Directional ConvLSTM U-Net with Densley Connected Convolutions. CoRR abs/1909.00166 (2019)
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Ricardo Darío Pérez Principi, Cristina Palmero, Júlio C. S. Jacques Júnior, Sergio Escalera:
On the Effect of Observed Subject Biases in Apparent Personality Analysis from Audio-visual Signals. CoRR abs/1909.05568 (2019)
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Swathikiran Sudhakaran, Sergio Escalera, Oswald Lanz:
Gate-Shift Networks for Video Action Recognition. CoRR abs/1912.00381 (2019)
[i28]
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Ajian Liu, Zichang Tan, Xuan Li, Jun Wan, Sergio Escalera, Guodong Guo, Stan Z. Li:
Static and Dynamic Fusion for Multi-modal Cross-ethnicity Face Anti-spoofing. CoRR abs/1912.02340 (2019)
[i27]
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Hugo Bertiche, Meysam Madadi, Sergio Escalera:
CLOTH3D: Clothed 3D Humans. CoRR abs/1912.02792 (2019)
2018
[j74]
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Jianzhu Guo, Zhen Lei, Jun Wan, Egils Avots, Noushin Hajarolasvadi, Boris Knyazev, Artem Kuharenko, Júlio Cezar Silveira Jacques Júnior, Xavier Baró, Hasan Demirel, Sergio Escalera, Juri Allik, Gholamreza Anbarjafari:
Dominant and Complementary Emotion Recognition From Still Images of Faces. IEEE Access 6: 26391-26403 (2018)
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Pichao Wang, Wanqing Li, Philip Ogunbona, Jun Wan, Sergio Escalera:
RGB-D-based human motion recognition with deep learning: A survey. Comput. Vis. Image Underst. 171: 118-139 (2018)
[j72]
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  - journals/entropy/RastgooKE18
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Razieh Rastgoo, Kourosh Kiani, Sergio Escalera:
Multi-Modal Deep Hand Sign Language Recognition in Still Images Using Restricted Boltzmann Machine. Entropy 20(11): 809 (2018)
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  - journals/es/RodriguezEPGLL18
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José García Rodríguez, Sergio Escalera, Alexandra Psarrou, Isabelle Guyon, Andrew Lewis, Juxi Leitner:
Expert systems: Special issue on "Machine Learning Methods Neural Networks applied to Vision and Robotics (MLMVR)". Expert Syst. J. Knowl. Eng. 35(2) (2018)
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Jelena Gorbova, Egils Avots, Iiris Lüsi, Mark Fishel, Sergio Escalera, Gholamreza Anbarjafari:
Integrating Vision and Language for First-Impression Personality Analysis. IEEE Multim. 25(2): 24-33 (2018)
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Huamin Ren, Nattiya Kanhabua, Andreas Møgelmose, Weifeng Liu, Kaustubh Kulkarni, Sergio Escalera, Xavier Baró, Thomas B. Moeslund:
Back-dropout transfer learning for action recognition. IET Comput. Vis. 12(4): 484-491 (2018)
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Mohamed Ilyes Lakhal, Hakan Çevikalp, Sergio Escalera, Ferda Ofli:
Recurrent neural networks for remote sensing image classification. IET Comput. Vis. 12(7): 1040-1045 (2018)
[j67]
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Sergio Escalera, Jordi Gonzàlez, Hugo Jair Escalante, Xavier Baró, Isabelle Guyon:
Looking at People Special Issue. Int. J. Comput. Vis. 126(2-4): 141-143 (2018)
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Pau Rodríguez, Miguel Ángel Bautista, Jordi Gonzàlez, Sergio Escalera:
Beyond one-hot encoding: Lower dimensional target embedding. Image Vis. Comput. 75: 21-31 (2018)
[j65]
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Meysam Madadi, Sergio Escalera, Alex Carruesco, Carlos Andújar, Xavier Baró, Jordi Gonzàlez:
Top-down model fitting for hand pose recovery in sequences of depth images. Image Vis. Comput. 79: 63-75 (2018)
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Júlio C. S. Jacques Júnior, Xavier Baró, Sergio Escalera:
Exploiting feature representations through similarity learning, post-ranking and ranking aggregation for person re-identification. Image Vis. Comput. 79: 76-85 (2018)
[j63]
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Albert Clapés, Àlex Pardo, Oriol Pujol Vila, Sergio Escalera:
Action detection fusing multiple Kinects and a WIMU: an application to in-home assistive technology for the elderly. Mach. Vis. Appl. 29(5): 765-788 (2018)
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Miguel Ángel Bautista, Oriol Pujol, Fernando De la Torre, Sergio Escalera:
Error-Correcting Factorization. IEEE Trans. Pattern Anal. Mach. Intell. 40(10): 2388-2401 (2018)
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Sergio Escalera, Xavier Baró, Isabelle Guyon, Hugo Jair Escalante, Georgios Tzimiropoulos, Michel F. Valstar, Maja Pantic, Jeffrey F. Cohn, Takeo Kanade:
Guest Editorial: The Computational Face. IEEE Trans. Pattern Anal. Mach. Intell. 40(11): 2541-2545 (2018)
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Jun Wan, Sergio Escalera, Francisco José Perales López, Josef Kittler:
Articulated motion and deformable objects. Pattern Recognit. 79: 55-64 (2018)
[j59]
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  - journals/sensors/PhilipsenDJEM18
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Mark Philip Philipsen, Jacob Velling Dueholm, Anders Jørgensen, Sergio Escalera, Thomas Baltzer Moeslund:
Organ Segmentation in Poultry Viscera Using RGB-D. Sensors 18(1): 117 (2018)
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Sergio Escalera, Xavier Baró, Isabelle Guyon, Hugo Jair Escalante:
Guest Editorial: Apparent Personality Analysis. IEEE Trans. Affect. Comput. 9(3): 299-302 (2018)
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Yagmur Güçlütürk, Umut Güçlü, Xavier Baró, Hugo Jair Escalante, Isabelle Guyon, Sergio Escalera, Marcel A. J. van Gerven, Rob van Lier:
Multimodal First Impression Analysis with Deep Residual Networks. IEEE Trans. Affect. Comput. 9(3): 316-329 (2018)
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Cristina Palmero, Javier Selva, Mohammad Ali Bagheri, Sergio Escalera:
Recurrent CNN for 3D Gaze Estimation using Appearance and Shape Cues. BMVC 2018: 251
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Albert Clapés, Ozan Bilici, Dariia Temirova, Egils Avots, Gholamreza Anbarjafari, Sergio Escalera:
From Apparent to Real Age: Gender, Age, Ethnic, Makeup, and Expression Bias Analysis in Real Age Estimation. CVPR Workshops 2018: 2373-2382
[c125]
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Shanxin Yuan, Guillermo Garcia-Hernando, Björn Stenger, Gyeongsik Moon, Ju Yong Chang, Kyoung Mu Lee, Pavlo Molchanov, Jan Kautz, Sina Honari, Liuhao Ge, Junsong Yuan, Xinghao Chen, Guijin Wang, Fan Yang, Kai Akiyama, Yang Wu, Qingfu Wan, Meysam Madadi, Sergio Escalera, Shile Li, Dongheui Lee, Iason Oikonomidis, Antonis A. Argyros, Tae-Kyun Kim:
Depth-Based 3D Hand Pose Estimation: From Current Achievements to Future Goals. CVPR 2018: 2636-2645
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Ciprian A. Corneanu, Meysam Madadi, Sergio Escalera:
Deep Structure Inference Network for Facial Action Unit Recognition. ECCV (12) 2018: 309-324
[c123]
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Mohamed Ilyes Lakhal, Albert Clapés, Sergio Escalera, Oswald Lanz, Andrea Cavallaro:
Residual Stacked RNNs for Action Recognition. ECCV Workshops (2) 2018: 534-548
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Marc Oliu, Javier Selva, Sergio Escalera:
Folded Recurrent Neural Networks for Future Video Prediction. ECCV (14) 2018: 745-761
[c121]
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Mohammad A. Haque, Rubén Ballester Bautista, Fatemeh Noroozi, Kaustubh Kulkarni, Christian B. Laursen, Ramin Irani, Marco Bellantonio, Sergio Escalera, Gholamreza Anbarjafari, Kamal Nasrollahi, Ole Kæseler Andersen, Erika G. Spaich, Thomas B. Moeslund:
Deep Multimodal Pain Recognition: A Database and Comparison of Spatio-Temporal Visual Modalities. FG 2018: 250-257
[c120]
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Rain Eric Haamer, Kaustubh Kulkarni, Nasrin Imanpour, Mohammad A. Haque, Egils Avots, Michelle Breisch, Kamal Nasrollahi, Sergio Escalera, Cagri Ozcinar, Xavier Baró, Ahmad Reza Naghsh-Nilchi, Thomas B. Moeslund, Gholamreza Anbarjafari:
Changes in Facial Expression as Biometric: A Database and Benchmarks of Identification. FG 2018: 621-628
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Gabriela Ramírez-de-la-Rosa, Esaú Villatoro, Bogdan Ionescu, Hugo Jair Escalante, Sergio Escalera, Martha A. Larson, Henning Müller, Isabelle Guyon:
Overview of the Multimedia Information Processing for Personality & Social Networks Analysis Contest. CVAUI/IWCF/MIPPSNA@ICPR 2018: 127-139
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Mohamed Ilyes Lakhal, Sergio Escalera, Hakan Cevikalp:
CRN: End-to-end Convolutional Recurrent Network Structure Applied to Vehicle Classification. VISIGRAPP (5: VISAPP) 2018: 137-144
[c117]
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Mohammad N. S. Jahromi, Morten Bojesen Bonderup, Maryam Asadi-Aghbolaghi, Egils Avots, Kamal Nasrollahi, Sergio Escalera, Shohreh Kasaei, Thomas B. Moeslund, Gholamreza Anbarjafari:
Automatic Access Control Based on Face and Hand Biometrics in a Non-cooperative Context. WACV Workshops 2018: 28-36
[i26]
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Fatemeh Noroozi, Ciprian Adrian Corneanu, Dorota Kaminska, Tomasz Sapinski, Sergio Escalera, Gholamreza Anbarjafari:
Survey on Emotional Body Gesture Recognition. CoRR abs/1801.07481 (2018)
[i25]
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Hugo Jair Escalante, Heysem Kaya, Albert Ali Salah, Sergio Escalera, Yagmur Güçlütürk, Umut Güçlü, Xavier Baró, Isabelle Guyon, Júlio C. S. Jacques Júnior, Meysam Madadi, Stéphane Ayache, Evelyne Viegas, Furkan Gürpinar, Achmadnoer Sukma Wicaksana, Cynthia C. S. Liem, Marcel A. J. van Gerven, Rob van Lier:
Explaining First Impressions: Modeling, Recognizing, and Explaining Apparent Personality from Videos. CoRR abs/1802.00745 (2018)
[i24]
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Ciprian A. Corneanu, Meysam Madadi, Sergio Escalera:
Deep Structure Inference Network for Facial Action Unit Recognition. CoRR abs/1803.05873 (2018)
[i23]
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Júlio C. S. Jacques Júnior, Xavier Baró, Sergio Escalera:
Exploiting feature representations through similarity learning, post-ranking and ranking aggregation for person re-identification. CoRR abs/1804.04419 (2018)
[i22]
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Júlio C. S. Jacques Júnior, Yagmur Güçlütürk, Marc Pérez, Umut Güçlü, Carlos Andújar, Xavier Baró, Hugo Jair Escalante, Isabelle Guyon, Marcel A. J. van Gerven, Rob van Lier, Sergio Escalera:
First Impressions: A Survey on Computer Vision-Based Apparent Personality Trait Analysis. CoRR abs/1804.08046 (2018)
[i21]
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Cristina Palmero, Javier Selva, Mohammad Ali Bagheri, Sergio Escalera:
Recurrent CNN for 3D Gaze Estimation using Appearance and Shape Cues. CoRR abs/1805.03064 (2018)
[i20]
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  - journals/corr/abs-1806-10805
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Pau Rodríguez, Miguel Ángel Bautista, Jordi Gonzàlez, Sergio Escalera:
Beyond One-hot Encoding: lower dimensional target embedding. CoRR abs/1806.10805 (2018)
[i19]
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Meysam Madadi, Egils Avots, Sergio Escalera, Jordi Gonzàlez, Xavier Baró, Gholamreza Anbarjafari:
From 2D to 3D Geodesic-based Garment Matching. CoRR abs/1809.08064 (2018)
[i18]
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Fatemeh Noroozi, Marina Marjanovic, Angelina Njegus, Sergio Escalera, Gholamreza Anbarjafari:
A Study of Language and Classifier-independent Feature Analysis for Vocal Emotion Recognition. CoRR abs/1811.08935 (2018)
[i17]
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Swathikiran Sudhakaran, Sergio Escalera, Oswald Lanz:
LSTA: Long Short-Term Attention for Egocentric Action Recognition. CoRR abs/1811.10698 (2018)
[i16]
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Shifeng Zhang, Xiaobo Wang, Ajian Liu, Chenxu Zhao, Jun Wan, Sergio Escalera, Hailin Shi, Zezheng Wang, Stan Z. Li:
CASIA-SURF: A Dataset and Benchmark for Large-scale Multi-modal Face Anti-spoofing. CoRR abs/1812.00408 (2018)
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Meysam Madadi, Hugo Bertiche, Sergio Escalera:
SMPLR: Deep SMPL reverse for 3D human pose and shape recovery. CoRR abs/1812.10766 (2018)
2017
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Mohammad Ali Bagheri, Qigang Gao, Sergio Escalera, Thomas B. Moeslund, Huamin Ren, Elham Etemad:
Locality regularized group sparse coding for action recognition. Comput. Vis. Image Underst. 158: 106-114 (2017)
[j55]
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Xavier Perez-Sala, Fernando De la Torre, Laura Igual, Sergio Escalera, Cecilio Angulo:
Subspace Procrustes Analysis. Int. J. Comput. Vis. 121(3): 327-343 (2017)
[j54]
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Cristina Palmero, Jordi Esquirol, Vanessa Bayo, Miquel Àngel Cos, Pouya Ahmadmonfared, Joan Salabert, David Sánchez, Sergio Escalera:
Automatic Sleep System Recommendation by Multi-modal RBG-Depth-Pressure Anthropometric Analysis. Int. J. Comput. Vis. 122(2): 212-227 (2017)
[j53]
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José García Rodríguez, Isabelle Guyon, Sergio Escalera, Alexandra Psarrou, Andrew Lewis, Miguel Cazorla:
Editorial: special issue on computational intelligence for vision and robotics. Neural Comput. Appl. 28(5): 853-854 (2017)
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Hugo Jair Escalante, Víctor Ponce-López, Sergio Escalera, Xavier Baró, Alicia Morales-Reyes, José Martínez-Carranza:
Evolving weighting schemes for the Bag of Visual Words. Neural Comput. Appl. 28(5): 925-939 (2017)
[c116]
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Sergio Alloza, Flavio Escribano, Sergi Delgado, Ciprian A. Corneanu, Sergio Escalera:
XBadges. Identifying and training soft skills with commercial video games. Improving persistence, risk taking & spatial reasoning with commercial video games and facial and emotional recognition system. CoSECivi 2017: 13-28
[c115]
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Eirikur Agustsson, Radu Timofte, Sergio Escalera, Xavier Baró, Isabelle Guyon, Rasmus Rothe:
Apparent and Real Age Estimation in Still Images with Deep Residual Regressors on Appa-Real Database. FG 2017: 87-94
[c114]
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Meysam Madadi, Sergio Escalera, Alex Carruesco, Carlos Andújar, Xavier Baró, Jordi Gonzàlez:
Occlusion Aware Hand Pose Recovery from Sequences of Depth Images. FG 2017: 230-237
[c113]
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Júlio C. S. Jacques Júnior, Xavier Baró, Sergio Escalera:
Exploiting feature Representations Through Similarity Learning and Ranking Aggregation for Person Re-identification. FG 2017: 302-309
[c112]
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Maryam Asadi-Aghbolaghi, Albert Clapés, Marco Bellantonio, Hugo Jair Escalante, Víctor Ponce-López, Xavier Baró, Isabelle Guyon, Shohreh Kasaei, Sergio Escalera:
A Survey on Deep Learning Based Approaches for Action and Gesture Recognition in Image Sequences. FG 2017: 476-483
[c111]
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Iiris Lüsi, Júlio C. S. Jacques Júnior, Jelena Gorbova, Xavier Baró, Sergio Escalera, Hasan Demirel, Juri Allik, Cagri Ozcinar, Gholamreza Anbarjafari:
Joint Challenge on Dominant and Complementary Emotion Recognition Using Micro Emotion Features and Head-Pose Estimation: Databases. FG 2017: 809-813
[c110]
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Christer Loob, Pejman Rasti, Iiris Lüsi, Júlio C. S. Jacques Júnior, Xavier Baró, Sergio Escalera, Tomasz Sapinski, Dorota Kaminska, Gholamreza Anbarjafari:
Dominant and Complementary Multi-Emotional Facial Expression Recognition Using C-Support Vector Classification. FG 2017: 833-838
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Yagmur Güçlütürk, Umut Güçlü, Marc Pérez, Hugo Jair Escalante, Xavier Baró, Carlos Andújar, Isabelle Guyon, Júlio C. S. Jacques Júnior, Meysam Madadi, Sergio Escalera, Marcel A. J. van Gerven, Rob van Lier:
Visualizing Apparent Personality Analysis with Deep Residual Networks. ICCV Workshops 2017: 3101-3109
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Albert Clapés, Tinne Tuytelaars, Sergio Escalera:
Darwintrees for Action Recognition. ICCV Workshops 2017: 3169-3178
[c107]
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Maryam Asadi-Aghbolaghi, Hugo Bertiche, Vicent Roig, Shohreh Kasaei, Sergio Escalera:
Action Recognition from RGB-D Data: Comparison and Fusion of Spatio-Temporal Handcrafted Features and Deep Strategies. ICCV Workshops 2017: 3179-3188
[c106]
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Jun Wan, Sergio Escalera, Gholamreza Anbarjafari, Hugo Jair Escalante, Xavier Baró, Isabelle Guyon, Meysam Madadi, Juri Allik, Jelena Gorbova, Chi Lin, Yiliang Xie:
Results and Analysis of ChaLearn LAP Multi-modal Isolated and Continuous Gesture Recognition, and Real Versus Fake Expressed Emotions Challenges. ICCV Workshops 2017: 3189-3197
[c105]
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Andrei Polzounov, Artsiom Ablavatski, Sergio Escalera, Shijian Lu, Jianfei Cai:
Wordfence: Text detection in natural images with border awareness. ICIP 2017: 1222-1226
[c104]
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Sergio Escalera, Xavier Baró, Hugo Jair Escalante, Isabelle Guyon:
ChaLearn looking at people: A review of events and resources. IJCNN 2017: 1594-1601
[c103]
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Hugo Jair Escalante, Isabelle Guyon, Sergio Escalera, Júlio C. S. Jacques Júnior, Meysam Madadi, Xavier Baró, Stéphane Ayache, Evelyne Viegas, Yagmur Güçlütürk, Umut Güçlü, Marcel A. J. van Gerven, Rob van Lier:
Design of an explainable machine learning challenge for video interviews. IJCNN 2017: 3688-3695
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Sergio Escalera, Vassilis Athitsos, Isabelle Guyon:
Challenges in Multi-modal Gesture Recognition. Gesture Recognition 2017: 1-60
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Maryam Asadi-Aghbolaghi, Albert Clapés, Marco Bellantonio, Hugo Jair Escalante, Víctor Ponce-López, Xavier Baró, Isabelle Guyon, Shohreh Kasaei, Sergio Escalera:
Deep Learning for Action and Gesture Recognition in Image Sequences: A Survey. Gesture Recognition 2017: 539-578
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Sergio Escalera, Isabelle Guyon, Vassilis Athitsos:
Gesture Recognition. Springer 2017, ISBN 978-3-319-57020-4 [contents]
[i14]
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Sergio Escalera, Xavier Baró, Hugo Jair Escalante, Isabelle Guyon:
ChaLearn Looking at People: Events and Resources. CoRR abs/1701.02664 (2017)
[i13]
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Umut Güçlü, Yagmur Güçlütürk, Meysam Madadi, Sergio Escalera, Xavier Baró, Jordi Gonzàlez, Rob van Lier, Marcel A. J. van Gerven:
End-to-end semantic face segmentation with conditional random fields as convolutional, recurrent and adversarial networks. CoRR abs/1703.03305 (2017)
[i12]
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Andrei Polzounov, Artsiom Ablavatski, Sergio Escalera, Shijian Lu, Jianfei Cai:
WordFence: Text Detection in Natural Images with Border Awareness. CoRR abs/1705.05483 (2017)
[i11]
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Meysam Madadi, Sergio Escalera, Xavier Baró, Jordi Gonzàlez:
End-to-end Global to Local CNN Learning for Hand Pose Recovery in Depth data. CoRR abs/1705.09606 (2017)
[i10]
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Sergio Alloza, Flavio Escribano, Sergi Delgado, Ciprian A. Corneanu, Sergio Escalera:
XBadges. Identifying and training soft skills with commercial video games. CoRR abs/1707.00863 (2017)
[i9]
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Ikechukwu Ofodile, Kaustubh Kulkarni, Ciprian Adrian Corneanu, Sergio Escalera, Xavier Baró, Sylwia Julia Hyniewska, Juri Allik, Gholamreza Anbarjafari:
Automatic Recognition of Deceptive Facial Expressions of Emotion. CoRR abs/1707.04061 (2017)
[i8]
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Pichao Wang, Wanqing Li, Philip Ogunbona, Jun Wan, Sergio Escalera:
RGB-D-based Human Motion Recognition with Deep Learning: A Survey. CoRR abs/1711.08362 (2017)
[i7]
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Marc Oliu, Javier Selva, Sergio Escalera:
Folded Recurrent Neural Networks for Future Video Prediction. CoRR abs/1712.00311 (2017)
[i6]
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Shanxin Yuan, Guillermo Garcia-Hernando, Björn Stenger, Gyeongsik Moon, Ju Yong Chang, Kyoung Mu Lee, Pavlo Molchanov, Jan Kautz, Sina Honari, Liuhao Ge, Junsong Yuan, Xinghao Chen, Guijin Wang, Fan Yang, Kai Akiyama, Yang Wu, Qingfu Wan, Meysam Madadi, Sergio Escalera, Shile Li, Dongheui Lee, Iason Oikonomidis, Antonis A. Argyros, Tae-Kyun Kim:
3D Hand Pose Estimation: From Current Achievements to Future Goals. CoRR abs/1712.03917 (2017)
2016
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Egils Avots, Morteza Daneshmand, Andres Traumann, Sergio Escalera, Gholamreza Anbarjafari:
Automatic garment retexturing based on infrared information. Comput. Graph. 59: 28-38 (2016)
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Gerard Canal, Sergio Escalera, Cecilio Angulo:
A real-time Human-Robot Interaction system based on gestures for assistive scenarios. Comput. Vis. Image Underst. 149: 65-77 (2016)
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Marc Oliu Simon, Ciprian A. Corneanu, Kamal Nasrollahi, Olegs Nikisins, Sergio Escalera, Yunlian Sun, Haiqing Li, Zhenan Sun, Thomas B. Moeslund, Modris Greitans:
Improved RGB-D-T based face recognition. IET Biom. 5(4): 297-303 (2016)
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Antonio Hernández-Vela, Stan Sclaroff, Sergio Escalera:
Poselet-Based Contextual Rescoring for Human Pose Estimation via Pictorial Structures. Int. J. Comput. Vis. 118(1): 49-64 (2016)
[j47]
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Cristina Palmero, Albert Clapés, Chris Bahnsen, Andreas Møgelmose, Thomas B. Moeslund, Sergio Escalera:
Multi-modal RGB-Depth-Thermal Human Body Segmentation. Int. J. Comput. Vis. 118(2): 217-239 (2016)
[j46]
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Sergio Escalera, Vassilis Athitsos, Isabelle Guyon:
Challenges in multimodal gesture recognition. J. Mach. Learn. Res. 17: 72:1-72:54 (2016)
[j45]
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Pejman Rasti, Salma Samiei, Mary Agoyi, Sergio Escalera, Gholamreza Anbarjafari:
Robust non-blind color video watermarking using QR decomposition and entropy analysis. J. Vis. Commun. Image Represent. 38: 838-847 (2016)
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Sergio Escalera, Jordi Gonzàlez, Xavier Baró, Jamie Shotton:
Guest Editors' Introduction to the Special Issue on Multimodal Human Pose Recovery and Behavior Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 38(8): 1489-1491 (2016)
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Ciprian Adrian Corneanu, Marc Oliu Simon, Jeffrey F. Cohn, Sergio Escalera Guerrero:
Survey on RGB, 3D, Thermal, and Multimodal Approaches for Facial Expression Recognition: History, Trends, and Affect-Related Applications. IEEE Trans. Pattern Anal. Mach. Intell. 38(8): 1548-1568 (2016)
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Mikkel Thøgersen, Sergio Escalera, Jordi Gonzàlez, Thomas B. Moeslund:
Segmentation of RGB-D indoor scenes by stacking random forests and conditional random fields. Pattern Recognit. Lett. 80: 208-215 (2016)
[j41]
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Miguel Ángel Bautista, Antonio Hernández-Vela, Sergio Escalera, Laura Igual, Oriol Pujol, Josep Moya, Verónica Violant, María Teresa Anguera:
A Gesture Recognition System for Detecting Behavioral Patterns of ADHD. IEEE Trans. Cybern. 46(1): 136-147 (2016)
[c102]
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Marc Oliu, Ciprian A. Corneanu, László A. Jeni, Jeffrey F. Cohn, Takeo Kanade, Sergio Escalera:
Continuous Supervised Descent Method for Facial Landmark Localisation. ACCV (2) 2016: 121-135
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Mohammad Ali Bagheri, Qigang Gao, Sergio Escalera:
Action Recognition by Pairwise Proximity Function Support Vector Machines with Dynamic Time Warping Kernels. Canadian AI 2016: 3-14
[c100]
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Dennis H. Lundtoft, Kamal Nasrollahi, Thomas B. Moeslund, Sergio Escalera:
Spatiotemporal Facial Super-Pixels for Pain Detection. AMDO 2016: 34-43
[c99]
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Mark Philip Philipsen, Anders Jørgensen, Sergio Escalera, Thomas B. Moeslund:
RGB-D Segmentation of Poultry Entrails. AMDO 2016: 168-174
[c98]
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Pejman Rasti, Tõnis Uiboupin, Sergio Escalera, Gholamreza Anbarjafari:
Convolutional Neural Network Super Resolution for Face Recognition in Surveillance Monitoring. AMDO 2016: 175-184
[c97]
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Sergio Escalera, Mercedes Torres, Brais Martínez, Xavier Baró, Hugo Jair Escalante, Isabelle Guyon, Georgios Tzimiropoulos, Ciprian A. Corneanu, Marc Oliu, Mohammad Ali Bagheri, Michel F. Valstar:
ChaLearn Looking at People and Faces of the World: Face AnalysisWorkshop and Challenge 2016. CVPR Workshops 2016: 706-713
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Jun Wan, Stan Z. Li, Yibing Zhao, Shuai Zhou, Isabelle Guyon, Sergio Escalera:
ChaLearn Looking at People RGB-D Isolated and Continuous Datasets for Gesture Recognition. CVPR Workshops 2016: 761-769
[c95]
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Iiris Lüsi, Sergio Escalera, Gholamreza Anbarjafari:
SASE: RGB-Depth Database for Human Head Pose Estimation. ECCV Workshops (3) 2016: 325-336
[c94]
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Víctor Ponce-López, Baiyu Chen, Marc Oliu, Ciprian A. Corneanu, Albert Clapés, Isabelle Guyon, Xavier Baró, Hugo Jair Escalante, Sergio Escalera:
ChaLearn LAP 2016: First Round Challenge on First Impressions - Dataset and Results. ECCV Workshops (3) 2016: 400-418
[c93]
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Baiyu Chen, Sergio Escalera, Isabelle Guyon, Víctor Ponce-López, Nihar B. Shah, Marc Oliu Simon:
Overcoming Calibration Problems in Pattern Labeling with Pairwise Ratings: Application to Personality Traits. ECCV Workshops (3) 2016: 419-432
[c92]
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Isabelle Guyon, Imad Chaabane, Hugo Jair Escalante, Sergio Escalera, Damir Jajetic, James Robert Lloyd, Núria Macià, Bisakha Ray, Lukasz Romaszko, Michèle Sebag, Alexander R. Statnikov, Sébastien Treguer, Evelyne Viegas:
A brief Review of the ChaLearn AutoML Challenge: Any-time Any-dataset Learning without Human Intervention. AutoML@ICML 2016: 21-30
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Fatemeh Noroozi, Marina Marjanovic, Angelina Njegus, Sergio Escalera, Gholamreza Anbarjafari:
Fusion of classifier predictions for audio-visual emotion recognition. ICPR 2016: 61-66
[c90]
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Hugo Jair Escalante, Víctor Ponce-López, Jun Wan, Michael A. Riegler, Baiyu Chen, Albert Clapés, Sergio Escalera, Isabelle Guyon, Xavier Baró, Pål Halvorsen, Henning Müller, Martha A. Larson:
ChaLearn Joint Contest on Multimedia Challenges Beyond Visual Analysis: An overview. ICPR 2016: 67-73
[c89]
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Iiris Lüsi, Sergio Escalera, Gholamreza Anbarjafari:
Human Head Pose Estimation on SASE Database Using Random Hough Regression Forests. VAAM/FFER@ICPR 2016: 137-150
[c88]
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Marco Bellantonio, Mohammad A. Haque, Pau Rodríguez, Kamal Nasrollahi, Taisi Telve, Sergio Escalera, Jordi Gonzàlez, Thomas B. Moeslund, Pejman Rasti, Gholamreza Anbarjafari:
Spatio-temporal Pain Recognition in CNN-Based Super-Resolved Facial Images. VAAM/FFER@ICPR 2016: 151-162
[c87]
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Mohammad Ali Bagheri, Qigang Gao, Sergio Escalera:
Support vector machines with time series distance kernels for action classification. WACV 2016: 1-7
[i5]
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Ciprian A. Corneanu, Marc Oliu, Jeffrey F. Cohn, Sergio Escalera:
Survey on RGB, 3D, Thermal, and Multimodal Approaches for Facial Expression Recognition: History, Trends, and Affect-related Applications. CoRR abs/1606.03237 (2016)
2015
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Alvaro Cepero, Albert Clapés, Sergio Escalera:
Automatic non-verbal communication skills analysis: A quantitative evaluation. AI Commun. 28(1): 87-101 (2015)
[j39]
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Frederic Sampedro, Sergio Escalera:
Spatial codification of label predictions in multi-scale stacked sequential learning: a case study on multi-class medical volume segmentation. IET Comput. Vis. 9(3): 439-446 (2015)
[j38]
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Daniel Sánchez, Miguel Ángel Bautista, Sergio Escalera:
HuPBA8k+: Dataset and ECOC-Graph-Cut based segmentation of human limbs. Neurocomputing 150: 173-188 (2015)
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Eloi Puertas, Sergio Escalera, Oriol Pujol:
Generalized multi-scale stacked sequential learning for multi-class classification. Pattern Anal. Appl. 18(2): 247-261 (2015)
[j36]
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Mohammad Ali Bagheri, Qigang Gao, Sergio Escalera:
Combining local and global learners in the pairwise multiclass classification. Pattern Anal. Appl. 18(4): 845-860 (2015)
[j35]
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Meysam Madadi, Sergio Escalera, Jordi Gonzàlez, F. Xavier Roca, Felipe Lumbreras:
Multi-part body segmentation based on depth maps for soft biometry analysis. Pattern Recognit. Lett. 56: 14-21 (2015)
[j34]
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Víctor Ponce-López, Sergio Escalera, Marc Pérez, Oriol Janés, Xavier Baró:
Non-verbal communication analysis in Victim-Offender Mediations. Pattern Recognit. Lett. 67: 19-27 (2015)
[c86]
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Huamin Ren, Weifeng Liu, Søren Ingvor Olsen, Sergio Escalera, Thomas B. Moeslund:
Unsupervised Behavior-Specific Dictionary Learning for Abnormal Event Detection. BMVC 2015: 28.1-28.13
[c85]
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Víctor Ponce-López, Hugo Jair Escalante, Sergio Escalera, Xavier Baró:
Gesture and Action Recognition by Evolved Dynamic Subgestures. BMVC 2015: 129.1-129.13
[c84]
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Xavier Baró, Jordi Gonzàlez, Junior Fabian, Miguel Ángel Bautista, Marc Oliu, Hugo Jair Escalante, Isabelle Guyon, Sergio Escalera:
ChaLearn Looking at People 2015 challenges: Action spotting and cultural event recognition. CVPR Workshops 2015: 1-9
[c83]
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Mohammad Ali Bagheri, Qigang Gao, Sergio Escalera, Albert Clapés, Kamal Nasrollahi, Michael B. Holte, Thomas B. Moeslund:
Keep it accurate and diverse: Enhancing action recognition performance by ensemble learning. CVPR Workshops 2015: 22-29
[c82]
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Andres Traumann, Gholamreza Anbarjafari, Sergio Escalera:
A new retexturing method for virtual fitting room using Kinect 2 camera. CVPR Workshops 2015: 75-79
[c81]
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  - conf/cvpr/IraniNSCEBLMPKP15
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Ramin Irani, Kamal Nasrollahi, Marc Oliu Simon, Ciprian A. Corneanu, Sergio Escalera, Chris Bahnsen, Dennis H. Lundtoft, Thomas B. Moeslund, Tanja L. Pedersen, Maria-Louise Klitgaard, Laura Petrini:
Spatiotemporal analysis of RGB-D-T facial images for multimodal pain level recognition. CVPR Workshops 2015: 88-95
[c80]
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Sergio Escalera, Junior Fabian, Pablo Pardo, Xavier Baró, Jordi Gonzàlez, Hugo Jair Escalante, Dusan Misevic, Ulrich Steiner, Isabelle Guyon:
ChaLearn Looking at People 2015: Apparent Age and Cultural Event Recognition Datasets and Results. ICCV Workshops 2015: 243-251
[c79]
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Gerard Canal, Cecilio Angulo, Sergio Escalera:
Gesture based human multi-robot interaction. IJCNN 2015: 1-8
[c78]
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Hugo Jair Escalante, José Martínez-Carranza, Sergio Escalera, Víctor Ponce-López, Xavier Baró:
Improving bag of visual words representations with genetic programming. IJCNN 2015: 1-8
[c77]
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Sergio Escalera, Jordi Gonzàlez, Xavier Baró, Pablo Pardo, Junior Fabian, Marc Oliu, Hugo Jair Escalante, Iván Huerta, Isabelle Guyon:
ChaLearn looking at people 2015 new competitions: Age estimation and cultural event recognition. IJCNN 2015: 1-8
[c76]
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Isabelle Guyon, Kristin P. Bennett, Gavin C. Cawley, Hugo Jair Escalante, Sergio Escalera, Tin Kam Ho, Núria Macià, Bisakha Ray, Mehreen Saeed, Alexander R. Statnikov, Evelyne Viegas:
Design of the 2015 ChaLearn AutoML challenge. IJCNN 2015: 1-8
[c75]
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Kamal Nasrollahi, Sergio Escalera, Pejman Rasti, Gholamreza Anbarjafari, Xavier Baró, Hugo Jair Escalante, Thomas B. Moeslund:
Deep learning based super-resolution for improved action recognition. IPTA 2015: 67-72
[c74]
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Firat Ismailoglu, Ida G. Sprinkhuizen-Kuyper, Evgueni N. Smirnov, Sergio Escalera, Ralf Peeters:
Fractional Programming Weighted Decoding for Error-Correcting Output Codes. MCS 2015: 38-50
[i4]
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Miguel Ángel Bautista, Oriol Pujol, Fernando De la Torre, Sergio Escalera:
Error-Correcting Factorization. CoRR abs/1502.07976 (2015)
2014
[j33]
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Frederic Sampedro, Sergio Escalera, Anna Domenech, Ignasi Carrio:
A computational framework for cancer response assessment based on oncological PET-CT scans. Comput. Biol. Medicine 55: 92-99 (2014)
[j32]
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Laura Igual, Xavier Perez-Sala, Sergio Escalera, Cecilio Angulo, Fernando De la Torre:
Continuous Generalized Procrustes analysis. Pattern Recognit. 47(2): 659-671 (2014)
[j31]
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Miguel Ángel Bautista, Sergio Escalera, Xavier Baró, Oriol Pujol:
On the design of an ECOC-Compliant Genetic Algorithm. Pattern Recognit. 47(2): 865-884 (2014)
[j30]
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Frederic Sampedro, Sergio Escalera, Anna Puig:
Iterative multi-class multi-scale stacked sequential learning: Definition and application to medical volume segmentation. Pattern Recognit. Lett. 46: 1-10 (2014)
[j29]
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Antonio Hernández-Vela, Miguel Ángel Bautista, Xavier Perez-Sala, Víctor Ponce-López, Sergio Escalera, Xavier Baró, Oriol Pujol, Cecilio Angulo:
Probability-based Dynamic Time Warping and Bag-of-Visual-and-Depth-Words for Human Gesture Recognition in RGB-D. Pattern Recognit. Lett. 50: 112-121 (2014)
[j28]
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Xavier Perez-Sala, Sergio Escalera, Cecilio Angulo, Jordi Gonzàlez:
A Survey on Model Based Approaches for 2D and 3D Visual Human Pose Recovery. Sensors 14(3): 4189-4210 (2014)
[j27]
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Oscar Lopes, Miguel Reyes, Sergio Escalera, Jordi Gonzàlez:
Spherical Blurred Shape Model for 3-D Object and Pose Recognition: Quantitative Analysis and HCI Applications in Smart Environments. IEEE Trans. Cybern. 44(12): 2379-2390 (2014)
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Antonio Hernández-Vela, Sergio Escalera, Stan Sclaroff:
Contextual Rescoring for Human Pose Estimation. BMVC 2014
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Sergio Escalera, Xavier Baró, Jordi Gonzàlez, Miguel Ángel Bautista, Meysam Madadi, Miguel Reyes, Víctor Ponce-López, Hugo Jair Escalante, Jamie Shotton, Isabelle Guyon:
ChaLearn Looking at People Challenge 2014: Dataset and Results. ECCV Workshops (1) 2014: 459-473
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Xavier Perez-Sala, Fernando De la Torre, Laura Igual, Sergio Escalera, Cecilio Angulo:
Subspace Procrustes Analysis. ECCV Workshops (1) 2014: 654-668
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Eloi Puertas, Miguel Ángel Bautista, Daniel Sánchez, Sergio Escalera, Oriol Pujol:
Learning to Segment Humans by Stacking Their Body Parts. ECCV Workshops (1) 2014: 685-697
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Mohammad Ali Bagheri, Qigang Gao, Sergio Escalera:
Generic Subclass Ensemble: A Novel Approach to Ensemble Classification. ICPR 2014: 1254-1259
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Mohammad Ali Bagheri, Gang Hu, Qigang Gao, Sergio Escalera:
A Framework of Multi-classifier Fusion for Human Action Recognition. ICPR 2014: 1260-1265
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Miguel Ángel Bautista, Antonio Hernández-Vela, Sergio Escalera, Laura Igual, Oriol Pujol, Josep Moya, Verónica Violant, María Teresa Anguera:
A Gesture Recognition System for Detecting Behavioral Patterns of ADHD. CoRR abs/1410.4485 (2014)
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Víctor Ponce-López, Sergio Escalera, Marc Pérez, Oriol Janés, Xavier Baró:
Non-Verbal Communication Analysis in Victim-Offender Mediations. CoRR abs/1412.2122 (2014)
2013
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Miguel Reyes, Albert Clapés, José Ramírez, Juan R. Revilla, Sergio Escalera:
Automatic digital biometry analysis based on depth maps. Comput. Ind. 64(9): 1316-1325 (2013)
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Mohammad Ali Bagheri, Qigang Gao, Sergio Escalera:
A genetic-based subspace analysis method for improving Error-Correcting Output Coding. Pattern Recognit. 46(10): 2830-2839 (2013)
[j24]
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Albert Clapés, Miguel Reyes, Sergio Escalera:
Multi-modal user identification and object recognition surveillance system. Pattern Recognit. Lett. 34(7): 799-808 (2013)
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Mohammad Ali Bagheri, Qigang Gao, Sergio Escalera:
Logo Recognition Based on the Dempster-Shafer Fusion of Multiple Classifiers. Canadian AI 2013: 1-12
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Vitaliy Konovalov, Albert Clapés, Sergio Escalera:
Automatic Hand Detection in RGB-Depth Data Sequences. CCIA 2013: 91-100
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Alvaro Cepero, Albert Clapés, Sergio Escalera:
Quantitative Analysis of Non-Verbal Communication for Competence Analysis. CCIA 2013: 105-114
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Àlex Pardo, Albert Clapés, Sergio Escalera, Oriol Pujol:
Actions in Context: System for People with Dementia. CitiSens 2013: 3-14
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Andreas Møgelmose, Chris Bahnsen, Thomas B. Moeslund, Albert Clapés, Sergio Escalera:
Tri-modal Person Re-identification with RGB, Depth and Thermal Features. CVPR Workshops 2013: 301-307
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Daniel Sánchez, Juan Carlos Ortega, Miguel Ángel Bautista, Sergio Escalera:
Human Body Segmentation with Multi-limb Error-Correcting Output Codes Detection and Graph Cuts Optimization. IbPRIA 2013: 50-58
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Sergio Escalera, Jordi Gonzàlez, Xavier Baró, Miguel Reyes, Isabelle Guyon, Vassilis Athitsos, Hugo Jair Escalante, Leonid Sigal, Antonis A. Argyros, Cristian Sminchisescu, Richard Bowden, Stan Sclaroff:
ChaLearn multi-modal gesture recognition 2013: grand challenge and workshop summary. ICMI 2013: 365-368
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Sergio Escalera, Jordi Gonzàlez, Xavier Baró, Miguel Reyes, Oscar Lopes, Isabelle Guyon, Vassilis Athitsos, Hugo Jair Escalante:
Multi-modal gesture recognition challenge 2013: dataset and results. ICMI 2013: 445-452
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Víctor Ponce-López, Sergio Escalera, Xavier Baró:
Multi-modal social signal analysis for predicting agreement in conversation settings. ICMI 2013: 495-502
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Jordi Abella, Raúl Alcaide, Anna Sabaté, Joan Mas, Sergio Escalera, Jordi Gonzàlez, Coen Antens:
Multi-modal descriptors for multi-class hand pose recognition in human computer interaction systems. ICMI 2013: 503-508
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Mohammad Ali Bagheri, Qigang Gao, Sergio Escalera:
A Framework towards the Unification of Ensemble Classification Methods. ICMLA (2) 2013: 351-355
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Sergi Grau, Anna Puig, Sergio Escalera, Maria Salamó:
Intelligent Interactive Volume Classification. PG (Short Papers) 2013
[c55]
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Sergi Grau, Anna Puig, Sergio Escalera, Maria Salamó, Oscar Amoros:
Efficient complementary viewpoint selection in volume rendering. WSCG 2013: 69-78
[i1]
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Sergio Escalera Guerrero:
Multi-Modal Human Behaviour Analysis from Visual Data Sources. ERCIM News 2013(95) (2013)
2012
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Laura Igual, Joan Carles Soliva, Sergio Escalera, Roger Gimeno, Oscar Vilarroya, Petia Radeva:
Automatic brain caudate nuclei segmentation and classification in diagnostic of Attention-Deficit/Hyperactivity Disorder. Comput. Medical Imaging Graph. 36(8): 591-600 (2012)
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Antonio Hernández-Vela, Nadezhda Zlateva, Alexander Marinov, Miguel Reyes, Petia Radeva, Dimo Dimov, Sergio Escalera:
Human limb segmentation in depth maps based on spatio-temporal Graph-cuts optimization. J. Ambient Intell. Smart Environ. 4(6): 535-546 (2012)
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Miguel Ángel Bautista, Sergio Escalera, Xavier Baró, Petia Radeva, Jordi Vitrià, Oriol Pujol:
Minimal design of error-correcting output codes. Pattern Recognit. Lett. 33(6): 693-702 (2012)
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Sergio Escalera, Xavier Baró, Jordi Vitrià, Petia Radeva, Bogdan Raducanu:
Social Network Extraction and Analysis Based on Multimodal Dyadic Interaction. Sensors 12(2): 1702-1719 (2012)
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Antonio Hernández-Vela, Miguel Reyes, Víctor Ponce-López, Sergio Escalera:
GrabCut-Based Human Segmentation in Video Sequences. Sensors 12(11): 15376-15393 (2012)
[j18]
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Antonio Hernández-Vela, Carlo Gatta, Sergio Escalera, Laura Igual, Victoria Martin-Yuste, Manel Sabate, Petia Radeva:
Accurate Coronary Centerline Extraction, Caliber Estimation, and Catheter Detection in Angiographies. IEEE Trans. Inf. Technol. Biomed. 16(6): 1332-1340 (2012)
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Maria Salamó Llorente, Sergio Escalera Guerrero:
Increasing Retrieval Quality in Conversational Recommenders. IEEE Trans. Knowl. Data Eng. 24(10): 1876-1888 (2012)
[c54]
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Mohammad Ali Bagheri, Qigang Gao, Sergio Escalera:
Efficient Pairwise Classification Using Local Cross Off Strategy. Canadian AI 2012: 25-36
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Albert Clapés, Miguel Reyes, Sergio Escalera:
User Identification and Object Recognition in Clutter Scenes Based on RGB-Depth Analysis. AMDO 2012: 1-11
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Sergio Escalera:
Human Behavior Analysis from Depth Maps. AMDO 2012: 282-292
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Xavier Perez-Sala, Sergio Escalera, Cecilio Angulo:
Survey on 2D and 3D Human Pose Recovery. CCIA 2012: 101-110
[c50]
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Antonio Hernández-Vela, Nadezhda Zlateva, Alexander Marinov, Miguel Reyes, Petia Radeva, Dimo Dimov, Sergio Escalera:
Graph cuts optimization for multi-limb human segmentation in depth maps. CVPR 2012: 726-732
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Mohammad Ali Bagheri, Qigang Gao, Sergio Escalera:
Rough Set Subspace Error-Correcting Output Codes. ICDM 2012: 822-827
[c48]
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Laura Igual, Joan Carles Soliva, Roger Gimeno, Sergio Escalera, Oscar Vilarroya, Petia Radeva:
Automatic Internal Segmentation of Caudate Nucleus for Diagnosis of Attention-Deficit/Hyperactivity Disorder. ICIAR (2) 2012: 222-229
[c47]
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Antonio Hernández-Vela, Miguel Ángel Bautista, Xavier Perez-Sala, Víctor Ponce-López, Xavier Baró, Oriol Pujol, Cecilio Angulo, Sergio Escalera:
BoVDW: Bag-of-Visual-and-Depth-Words for gesture recognition. ICPR 2012: 449-452
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Laura Igual, Joan Carles Soliva, Antonio Hernández-Vela, Sergio Escalera, Oscar Vilarroya, Petia Radeva:
Supervised brain segmentation and classification in diagnostic of Attention-Deficit/Hyperactivity Disorder. HPCS 2012: 182-187
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Miguel Ángel Bautista, Sergio Escalera, Xavier Baró, Oriol Pujol:
A Genetic Inspired Optimization for ECOC. SSPR/SPR 2012: 743-751
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Miguel Reyes, Albert Clapés, Sergio Escalera, José Ramírez, Juan R. Revilla:
Posture Analysis and Range of Movement Estimation Using Depth Maps. WDIA 2012: 97-105
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Miguel Ángel Bautista, Antonio Hernández-Vela, Víctor Ponce-López, Xavier Perez-Sala, Xavier Baró, Oriol Pujol, Cecilio Angulo, Sergio Escalera:
Probability-Based Dynamic Time Warping for Gesture Recognition on RGB-D Data. WDIA 2012: 126-135
2011
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Sergio Escalera, Xavier Baró, Oriol Pujol, Jordi Vitrià, Petia Radeva:
Traffic-Sign Recognition Systems. Springer Briefs in Computer Science, Springer 2011, ISBN 978-1-4471-2244-9, pp. i-vi, 1-96
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Sergio Escalera, Anna Puig, Oscar Amoros, Maria Salamó:
Intelligent GPGPU Classification in Volume Visualization: A framework based on Error-Correcting Output Codes. Comput. Graph. Forum 30(7): 2107-2115 (2011)
[j15]
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Sergio Escalera, David Masip, Eloi Puertas, Petia Radeva, Oriol Pujol:
Online error correcting output codes. Pattern Recognit. Lett. 32(3): 458-467 (2011)
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Sergio Escalera, Alicia Fornés, Oriol Pujol, Josep Lladós, Petia Radeva:
Circular Blurred Shape Model for Multiclass Symbol Recognition. IEEE Trans. Syst. Man Cybern. Part B 41(2): 497-506 (2011)
[c42]
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Xavier Perez-Sala, Cecilio Angulo, Sergio Escalera:
Biologically Inspired Turn Control for Autonomous Mobile Robots. CCIA 2011: 189-198
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Oscar Amoros, Sergio Escalera, Anna Puig:
Adaboost GPU-based Classifier for Direct Volume Rendering. GRAPP 2011: 215-219
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Miguel Reyes, Gabriel Dominguez, Sergio Escalera:
Featureweighting in dynamic timewarping for gesture recognition in depth data. ICCV Workshops 2011: 1182-1188
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Antonio Hernández-Vela, Carlos Primo, Sergio Escalera:
Automatic user interaction correction via Multi-label Graph cuts. ICCV Workshops 2011: 1276-1281
[c38]
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Víctor Ponce-López, Mario Gorga, Xavier Baró, Sergio Escalera:
Human Behavior Analysis from Video Data Using Bag-of-Gestures. IJCAI 2011: 2836-2837
[c37]
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Xavier Perez-Sala, Cecilio Angulo, Sergio Escalera:
Biologically Inspired Path Execution Using SURF Flow in Robot Navigation. IWANN (2) 2011: 581-588
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Eloi Puertas, Sergio Escalera, Oriol Pujol:
Multi-class Multi-scale Stacked Sequential Learning. MCS 2011: 197-206
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Miguel Ángel Bautista, Oriol Pujol, Xavier Baró, Sergio Escalera:
Introducing the Separability Matrix for Error Correcting Output Codes Coding. MCS 2011: 227-236
[c34]
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Antonio Hernández-Vela, Carlo Gatta, Sergio Escalera, Laura Igual, Victoria Martin-Yuste, Petia Radeva:
Accurate and Robust Fully-Automatic QCA: Method and Numerical Validation. MICCAI (3) 2011: 496-503
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Oscar Amoros, Sergio Escalera, Anna Puig:
OpenCL based machine learning labeling of biomedical datasets. Image-Guided Procedures 2011: 796430
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Miguel Ángel Bautista, Sergio Escalera, Xavier Baró, Oriol Pujol, Jordi Vitrià, Petia Radeva:
On the Design of Low Redundancy Error-Correcting Output Codes. Ensembles in Machine Learning Applications 2011: 21-38
2010
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Sergio Escalera, Oriol Pujol, Petia Radeva, Jordi Vitrià, María Teresa Anguera:
Automatic Detection of Dominance and Expected Interest. EURASIP J. Adv. Signal Process. 2010 (2010)
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Sergio Escalera, Oriol Pujol, Petia Radeva:
Error-Correcting Ouput Codes Library. J. Mach. Learn. Res. 11: 661-664 (2010)
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Sergio Escalera, Oriol Pujol, Petia Radeva:
Traffic sign recognition system with beta -correction. Mach. Vis. Appl. 21(2): 99-111 (2010)
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Sergio Escalera, Oriol Pujol, Petia Radeva:
On the Decoding Process in Ternary Error-Correcting Output Codes. IEEE Trans. Pattern Anal. Mach. Intell. 32(1): 120-134 (2010)
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Sergio Escalera, Oriol Pujol, Petia Radeva:
Re-coding ECOCs without re-training. Pattern Recognit. Lett. 31(7): 555-562 (2010)
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Eloi Puertas, Sergio Escalera, Oriol Pujol:
Classifying Objects at Different Sizes with Multi-Scale Stacked Sequential Learning. CCIA 2010: 193-200
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Aura Hernandez, Miguel Reyes, Sergio Escalera, Petia Radeva:
Spatio-Temporal GrabCut human segmentation for face and pose recovery. CVPR Workshops 2010: 33-40
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Sergio Escalera, Petia Radeva, Jordi Vitrià, Xavier Baró, Bogdan Raducanu:
Modelling and analyzing multimodal dyadic interactions using social networks. ICMI-MLMI 2010: 52:1-52:8
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Alicia Fornés, Sergio Escalera, Josep Lladós, Ernest Valveny:
Symbol Classification Using Dynamic Aligned Shape Descriptor. ICPR 2010: 1957-1960
[c28]
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Sergio Escalera, David Masip, Eloi Puertas, Petia Radeva, Oriol Pujol:
Adding Classes Online in Error Correcting Output Codes Framework. ICPR 2010: 2945-2948

2000 – 2009

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2009
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Sergio Escalera, Oriol Pujol, Petia Radeva:
Separability of ternary codes for sparse designs of error-correcting output codes. Pattern Recognit. Lett. 30(3): 285-297 (2009)
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Sergio Escalera, Alicia Fornés, Oriol Pujol, Petia Radeva, Gemma Sánchez, Josep Lladós:
Blurred Shape Model for binary and grey-level symbol recognition. Pattern Recognit. Lett. 30(15): 1424-1433 (2009)
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Xavier Baró, Sergio Escalera, Jordi Vitrià, Oriol Pujol, Petia Radeva:
Traffic Sign Recognition Using Evolutionary Adaboost Detection and Forest-ECOC Classification. IEEE Trans. Intell. Transp. Syst. 10(1): 113-126 (2009)
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Sergio Escalera, Oriol Pujol, Josepa Mauri, Petia Radeva:
Intravascular Ultrasound Tissue Characterization with Sub-class Error-Correcting Output Codes. J. Signal Process. Syst. 55(1-3): 35-47 (2009)
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Mehdi Mirza-Mohammadi, Sergio Escalera, Petia Radeva:
Contextual-Guided Bag-of-Visual-Words Model for Multi-class Object Categorization. CAIP 2009: 748-756
[c26]
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Xavier Baró, Sergio Escalera, Petia Radeva, Jordi Vitrià:
Generic Object Recognition in Urban Image Databases. CCIA 2009: 27-34
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Sergio Escalera, Xavier Baró, Jordi Vitrià, Petia Radeva:
Text Detection in Urban Scenes. CCIA 2009: 35-44
[c24]
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Sergio Escalera, Oriol Pujol, Petia Radeva, Jordi Vitrià:
Measuring Interest of Human Dyadic Interactions. CCIA 2009: 45-54
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Sergio Escalera, R. M. Martinez, Jordi Vitrià, Petia Radeva, María Teresa Anguera:
Dominance detection in face-to-face conversations. CVPR Workshops 2009: 97-102
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Sergio Escalera, Eloi Puertas, Petia Radeva, Oriol Pujol:
Multi-modal laughter recognition in video conversations. CVPR Workshops 2009: 110-115
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Maria Salamó, Sergio Escalera, Petia Radeva:
Quality Enhancement Based on Reinforcement Learning and Feature Weighting for a Critiquing-Based Recommender. ICCBR 2009: 298-312
[c20]
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Sergio Escalera, Alicia Fornés, Oriol Pujol, Petia Radeva:
Multi-class Binary Symbol Classification with Circular Blurred Shape Models. ICIAP 2009: 1005-1014
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Sergio Escalera, Alicia Fornés, Oriol Pujol, Alberto Escudero, Petia Radeva:
Circular Blurred Shape Model for symbol spotting in documents. ICIP 2009: 2005-2008
[c18]
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Xavier Baró, Sergio Escalera, Petia Radeva, Jordi Vitrià:
Visual content layer for scalable object recognition in urban image databases. ICME 2009: 1616-1619
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Sergio Escalera, Oriol Pujol, Petia Radeva:
Recoding Error-Correcting Output Codes. MCS 2009: 11-21
2008
[j4]
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Sergio Escalera, Oriol Pujol, Petia Radeva:
Detection of Complex Salient Regions. EURASIP J. Adv. Signal Process. 2008 (2008)
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Sergio Escalera, David M. J. Tax, Oriol Pujol, Petia Radeva, Robert P. W. Duin:
Subclass Problem-Dependent Design for Error-Correcting Output Codes. IEEE Trans. Pattern Anal. Mach. Intell. 30(6): 1041-1054 (2008)
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Oriol Pujol, Sergio Escalera, Petia Radeva:
An incremental node embedding technique for error correcting output codes. Pattern Recognit. 41(2): 713-725 (2008)
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Sergio Escalera, Oriol Pujol, Josepa Mauri, Petia Radeva:
IVUS tissue characterization with sub-class error-correcting output codes. CVPR Workshops 2008: 1-8
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Sergio Escalera, Oriol Pujol, Petia Radeva:
Separability of ternary Error-Correcting Output Codes. ICPR 2008: 1-4
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Sergio Escalera, Oriol Pujol, Petia Radeva:
Error-Correcting output coding for chagasic patients characterization. ICPR 2008: 1-4
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Sergio Escalera, Oriol Pujol, Petia Radeva:
Sub-class Error-Correcting Output Codes. ICVS 2008: 494-504
[c12]
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Sergio Escalera, Oriol Pujol, Petia Radeva:
Loss-Weighted Decoding for Error-Correcting Output Coding. VISAPP (2) 2008: 117-122
2007
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Sergio Escalera, Oriol Pujol, Petia Radeva:
Boosted Landmarks of Contextual Descriptors and Forest-ECOC: A novel framework to detect and classify objects in cluttered scenes. Pattern Recognit. Lett. 28(13): 1759-1768 (2007)
[c11]
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Sergio Escalera, Alicia Fornés, Oriol Pujol, Josep Lladós, Petia Radeva:
Multi-class Binary Object Categorization Using Blurred Shape Models. CIARP 2007: 142-151
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Sergio Escalera, Petia Radeva, Oriol Pujol:
Complex Salient Regions for Computer Vision Problems. CVPR 2007
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Alicia Fornés, Sergio Escalera, Josep Lladós, Gemma Sánchez, Joan Mas:
Hand Drawn Symbol Recognition by Blurred Shape Model Descriptor and a Multiclass Classifier. GREC 2007: 29-39
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Ernest Valveny, Philippe Dosch, Alicia Fornés, Sergio Escalera:
Report on the Third Contest on Symbol Recognition. GREC 2007: 321-328
[c7]
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Alicia Fornés, Sergio Escalera, Josep Lladós, Gemma Sánchez, Petia Radeva, Oriol Pujol:
Handwritten Symbol Recognition by a Boosted Blurred Shape Model with Error Correction. IbPRIA (1) 2007: 13-21
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Sergio Escalera, Oriol Pujol, Petia Radeva:
Robust Complex Salient Regions. IbPRIA (2) 2007: 113-121
[c5]
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Sergio Escalera, Petia Radeva, Oriol Pujol:
Traffic sign classification using error correcting techniques. VISAPP (2) 2007: 281-285
2006
[c4]
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Sergio Escalera, Oriol Pujol, Petia Radeva:
Optimal Extension of Error Correcting Output Codes. CCIA 2006: 28-36
[c3]
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Sergio Escalera, Oriol Pujol, Petia Radeva:
Decoding of Ternary Error Correcting Output Codes. CIARP 2006: 753-763
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Sergio Escalera, Oriol Pujol, Petia Radeva:
Forest Extension of Error Correcting Output Codes and Boosted Landmarks. ICPR (4) 2006: 104-107
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Sergio Escalera, Oriol Pujol:
ECOC-ONE: A Novel Coding and Decoding Strategy. ICPR (3) 2006: 578-581

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