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ORCIDMassimo Piccardi
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- affiliation: University of Technology Sydney, Australia
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2020 – today
- 2024
[j45]Lasitha Piyathilaka
, Sarath Kodagoda, Karthick Thiyagarajan, Massimo Piccardi, D. M. G. Preethichandra, Umer Izhar:
Learning Spatial Affordances From 3D Point Clouds for Mapping Unseen Human Actions in Indoor Environments. IEEE Access 12: 868-877 (2024)- [j44]Ian Zhou, Farzad Tofigh, Massimo Piccardi, Mehran Abolhasan, Daniel Robert Franklin, Justin Lipman:
Secure Multi-Party Computation for Machine Learning: A Survey. IEEE Access 12: 53881-53899 (2024) - [j43]Imran Makhdoom, Mehran Abolhasan, Justin Lipman, Negin Shariati, Daniel Robert Franklin, Massimo Piccardi:
Securing Personally Identifiable Information: A Survey of SOTA Techniques, and a Way Forward. IEEE Access 12: 116740-116770 (2024) - [c115]Nhu Vo, Dat Quoc Nguyen, Dung D. Le, Massimo Piccardi, Wray L. Buntine:
Improving Vietnamese-English Medical Machine Translation. LREC/COLING 2024: 8955-8962 - [c114]Tom Roth, Inigo Jauregi Unanue, Alsharif Abuadbba, Massimo Piccardi:
XVD: Cross-Vocabulary Differentiable Training for Generative Adversarial Attacks. LREC/COLING 2024: 17753-17763 - [c113]Jacob Parnell, Inigo Jauregi Unanue, Massimo Piccardi:
SumTra: A Differentiable Pipeline for Few-Shot Cross-Lingual Summarization. NAACL-HLT 2024: 2399-2415 - [c112]Shijie Li, Inigo Jauregi Unanue, Massimo Piccardi:
LayerGLAT: A Flexible Non-autoregressive Transformer for Single-Pass and Multi-pass Prediction. ECML/PKDD (2) 2024: 233-249 - [i21]Tom Roth, Inigo Jauregi Unanue, Alsharif Abuadbba, Massimo Piccardi:
A Generative Adversarial Attack for Multilingual Text Classifiers. CoRR abs/2401.08255 (2024) - [i20]Jacob Parnell, Inigo Jauregi Unanue, Massimo Piccardi:
SumTra: A Differentiable Pipeline for Few-Shot Cross-Lingual Summarization. CoRR abs/2403.13240 (2024) - [i19]Nhu Vo, Dat Quoc Nguyen, Dung D. Le, Massimo Piccardi, Wray L. Buntine:
Improving Vietnamese-English Medical Machine Translation. CoRR abs/2403.19161 (2024) - [i18]Tom Roth, Inigo Jauregi Unanue, Alsharif Abuadbba, Massimo Piccardi:
A Constraint-Enforcing Reward for Adversarial Attacks on Text Classifiers. CoRR abs/2405.11904 (2024) - 2023
- [j42]Imran Makhdoom, Mehran Abolhasan, Daniel Robert Franklin, Justin Lipman, Christian Zimmermann, Massimo Piccardi, Negin Shariati:
Detecting compromised IoT devices: Existing techniques, challenges, and a way forward. Comput. Secur. 132: 103384 (2023) - [j41]Inigo Jauregi Unanue, Gholamreza Haffari, Massimo Piccardi:
T3L: Translate-and-Test Transfer Learning for Cross-Lingual Text Classification. Trans. Assoc. Comput. Linguistics 11: 1147-1161 (2023) - [j40]Inigo Jauregi Unanue, Ehsan Zare Borzeshi, Massimo Piccardi:
Regressing Word and Sentence Embeddings for Low-Resource Neural Machine Translation. IEEE Trans. Artif. Intell. 4(3): 450-463 (2023) - [j39]Yuzhi Liu, Massimo Piccardi:
Topic-Based Unsupervised and Supervised Dictionary Induction. ACM Trans. Asian Low Resour. Lang. Inf. Process. 22(3): 77:1-77:21 (2023) - [c111]Shijie Li, Inigo Jauregi Unanue, Massimo Piccardi:
Improving Machine Translation and Summarization with the Sinkhorn Divergence. PAKDD (4) 2023: 149-161 - [c110]Imran Makhdoom, Mehran Abolhasan, Justin Lipman, Daniel Robert Franklin, Massimo Piccardi:
I2Map: IoT Device Attestation Using Integrity Map. TrustCom 2023: 1900-1907 - [i17]Inigo Jauregi Unanue, Gholamreza Haffari, Massimo Piccardi:
T3L: Translate-and-Test Transfer Learning for Cross-Lingual Text Classification. CoRR abs/2306.04996 (2023) - 2022
- [j38]Amit Kumar, Nazanin Esmaili, Massimo Piccardi:
Neural Topic Model Training with the REBAR Gradient Estimator. ACM Trans. Asian Low Resour. Lang. Inf. Process. 21(5): 107:1-107:18 (2022) - [j37]Hanieh Poostchi, Massimo Piccardi:
BiLSTM-SSVM: Training the BiLSTM with a Structured Hinge Loss for Named-Entity Recognition. IEEE Trans. Big Data 8(1): 203-212 (2022) - [c109]Jacob Parnell, Inigo Jauregi Unanue, Massimo Piccardi:
A Multi-Document Coverage Reward for RELAXed Multi-Document Summarization. ACL (1) 2022: 5112-5128 - [c108]Amit Kumar, Nazanin Esmaili, Massimo Piccardi:
A Temperature-Modified Dynamic Embedded Topic Model. AusDM 2022: 15-27 - [c107]Artur Grigorev, Adriana Simona Mihaita, Khaled Saleh, Massimo Piccardi:
Traffic incident duration prediction via a deep learning framework for text description encoding. ITSC 2022: 1770-1777 - [i16]Jacob Parnell, Inigo Jauregi Unanue, Massimo Piccardi:
A Multi-Document Coverage Reward for RELAXed Multi-Document Summarization. CoRR abs/2203.02894 (2022) - [i15]Artur Grigorev, Adriana Simona Mihaita, Khaled Saleh, Massimo Piccardi:
Traffic incident duration prediction via a deep learning framework for text description encoding. CoRR abs/2209.08735 (2022) - 2021
- [j36]Amit Kumar, Nazanin Esmaili, Massimo Piccardi:
Topic-Document Inference With the Gumbel-Softmax Distribution. IEEE Access 9: 1313-1320 (2021) - [j35]Binh Thanh Kieu, Inigo Jauregi Unanue, Son Bao Pham, Hieu Xuan Phan, Massimo Piccardi:
NeuSub: A Neural Submodular Approach for Citation Recommendation. IEEE Access 9: 148459-148468 (2021) - [j34]Nazanin Esmaili, Quinlan D. Buchlak, Massimo Piccardi, Bernie Kruger, Federico Girosi:
Multichannel mixture models for time-series analysis and classification of engagement with multiple health services: An application to psychology and physiotherapy utilization patterns after traffic accidents. Artif. Intell. Medicine 111: 101997 (2021) - [j33]Sattar Seifollahi, Massimo Piccardi, Alireza Jolfaei:
An Embedding-Based Topic Model for Document Classification. ACM Trans. Asian Low Resour. Lang. Inf. Process. 20(3): 52:1-52:13 (2021) - [c106]Inigo Jauregi Unanue, Jacob Parnell, Massimo Piccardi:
BERTTune: Fine-Tuning Neural Machine Translation with BERTScore. ACL/IJCNLP (2) 2021: 915-924 - [c105]Jacob Parnell, Inigo Jauregi Unanue, Massimo Piccardi:
RewardsOfSum: Exploring Reinforcement Learning Rewards for Summarisation. SPNLP@ACL-IJCNLP 2021: 1-11 - [c104]Amit Kumar, Nazanin Esmaili, Massimo Piccardi:
A REINFORCEd Variational Autoencoder Topic Model. ICONIP (5) 2021: 360-369 - [c103]Shijie Li, Massimo Piccardi:
Improving Adversarial Text Generation with n-Gram Matching. PACLIC 2021: 301-309 - [i14]Inigo Jauregi Unanue, Jacob Parnell, Massimo Piccardi:
BERTTune: Fine-Tuning Neural Machine Translation with BERTScore. CoRR abs/2106.02208 (2021) - [i13]Jacob Parnell, Inigo Jauregi Unanue, Massimo Piccardi:
RewardsOfSum: Exploring Reinforcement Learning Rewards for Summarisation. CoRR abs/2106.04080 (2021) - 2020
- [c102]Inigo Jauregi Unanue, Nazanin Esmaili, Gholamreza Haffari, Massimo Piccardi:
Leveraging Discourse Rewards for Document-Level Neural Machine Translation. COLING 2020: 4467-4482 - [c101]Binh Thanh Kieu, Inigo Jauregi Unanue, Son Bao Pham, Hieu Xuan Phan, Massimo Piccardi:
Learning Neural Textual Representations for Citation Recommendation. ICPR 2020: 4145-4152 - [c100]Federico Betti, Giorgia Ramponi, Massimo Piccardi:
Controlled Text Generation with Adversarial Learning. INLG 2020: 29-34 - [c99]Rachel Bawden, Giorgio Maria Di Nunzio, Cristian Grozea, Inigo Jauregi Unanue, Antonio Jimeno-Yepes, Nancy Mah, David Martínez, Aurélie Névéol, Mariana L. Neves, Maite Oronoz, Olatz Perez-de-Viñaspre, Massimo Piccardi, Roland Roller, Amy Siu, Philippe Thomas, Federica Vezzani, Maika Vicente Navarro, Dina Wiemann, Lana Yeganova:
Findings of the WMT 2020 Biomedical Translation Shared Task: Basque, Italian and Russian as New Additional Languages. WMT@EMNLP 2020: 660-687 - [c98]Inigo Jauregi Unanue, Massimo Piccardi:
Pretrained Language Models and Backtranslation for English-Basque Biomedical Neural Machine Translation. WMT@EMNLP 2020: 826-832 - [i12]Binh Thanh Kieu, Inigo Jauregi Unanue, Son Bao Pham, Hieu Xuan Phan, Massimo Piccardi:
Learning Neural Textual Representations for Citation Recommendation. CoRR abs/2007.04070 (2020) - [i11]Inigo Jauregi Unanue, Nazanin Esmaili, Gholamreza Haffari, Massimo Piccardi:
Leveraging Discourse Rewards for Document-Level Neural Machine Translation. CoRR abs/2010.03732 (2020)
2010 – 2019
- 2019
- [j32]Sattar Seifollahi, Adil M. Bagirov, Ehsan Zare Borzeshi, Massimo Piccardi:
A simulated annealing-based maximum-margin clustering algorithm. Comput. Intell. 35(1): 23-41 (2019) - [j31]Shaukat R. Abidi, Massimo Piccardi, Ivor W. Tsang, Mary-Anne Williams:
Well-M3N: A Maximum-Margin Approach to Unsupervised Structured Prediction. IEEE Trans. Emerg. Top. Comput. Intell. 3(6): 427-439 (2019) - [c97]Hanieh Poostchi, Massimo Piccardi:
A multi-constraint structured hinge loss for named-entity recognition. ALTA 2019: 41-46 - [c96]Sattar Seifollahi, Massimo Piccardi:
Taxonomy-Based Feature Extraction for Document Classification, Clustering and Semantic Analysis. CICLing (2) 2019: 575-586 - [c95]Inigo Jauregi Unanue, Ehsan Zare Borzeshi, Nazanin Esmaili, Massimo Piccardi:
ReWE: Regressing Word Embeddings for Regularization of Neural Machine Translation Systems. NAACL-HLT (1) 2019: 430-436 - [c94]Thanh Binh Kieu, Son Bao Pham, Xuan-Hieu Phan, Massimo Piccardi:
A Submodular Approach for Reference Recommendation. PACLING 2019: 3-14 - [e2]Meladel Mistica, Massimo Piccardi, Andrew MacKinlay:
Proceedings of the The 17th Annual Workshop of the Australasian Language Technology Association, ALTA 2019, Sydney, Australia, December 4-6, 2019. Australasian Language Technology Association 2019 [contents] - [i10]Inigo Jauregi Unanue, Ehsan Zare Borzeshi, Nazanin Esmaili, Massimo Piccardi:
ReWE: Regressing Word Embeddings for Regularization of Neural Machine Translation Systems. CoRR abs/1904.02461 (2019) - [i9]Inigo Jauregi Unanue, Ehsan Zare Borzeshi, Massimo Piccardi:
Regressing Word and Sentence Embeddings for Regularization of Neural Machine Translation. CoRR abs/1909.13466 (2019) - 2018
- [j30]Zhen Wang, Massimo Piccardi:
Minimum-risk temporal alignment of videos. Multim. Tools Appl. 77(12): 14891-14906 (2018) - [j29]Ava Bargi, Richard Yi Da Xu, Massimo Piccardi:
AdOn HDP-HMM: An Adaptive Online Model for Segmentation and Classification of Sequential Data. IEEE Trans. Neural Networks Learn. Syst. 29(9): 3953-3968 (2018) - [j28]Guopeng Zhang, Massimo Piccardi, Ehsan Zare Borzeshi:
Sequential Labeling With Structural SVM Under Nondecomposable Losses. IEEE Trans. Neural Networks Learn. Syst. 29(9): 4177-4188 (2018) - [c93]Hanieh Poostchi, Massimo Piccardi:
Cluster Labeling by Word Embeddings and WordNet's Hypernymy. ALTA 2018: 66-70 - [c92]Inigo Jauregi Unanue, Ehsan Zare Borzeshi, Massimo Piccardi:
A Shared Attention Mechanism for Interpretation of Neural Automatic Post-Editing Systems. NMT@ACL 2018: 11-17 - [c91]Sattar Seifollahi, Massimo Piccardi, Ehsan Zare Borzeshi, Bernie Kruger:
Taxonomy-Augmented Features for Document Clustering. AusDM 2018: 241-252 - [c90]Adil M. Bagirov, Sattar Seifollahi, Massimo Piccardi, Ehsan Zare Borzeshi, Bernie Kruger:
SMGKM: An Efficient Incremental Algorithm for Clustering Document Collections. CICLing (2) 2018: 314-328 - [c89]Hanieh Poostchi, Ehsan Zare Borzeshi, Massimo Piccardi:
BiLSTM-CRF for Persian Named-Entity Recognition ArmanPersoNERCorpus: the First Entity-Annotated Persian Dataset. LREC 2018 - [c88]Inigo Jauregi Unanue, Lierni Garmendia Arratibel, Ehsan Zare Borzeshi, Massimo Piccardi:
English-Basque Statistical and Neural Machine Translation. LREC 2018 - [i8]Inigo Jauregi Unanue, Ehsan Zare Borzeshi, Massimo Piccardi:
A Shared Attention Mechanism for Interpretation of Neural Automatic Post-Editing Systems. CoRR abs/1807.00248 (2018) - 2017
- [j27]Inigo Jauregi Unanue, Ehsan Zare Borzeshi, Massimo Piccardi:
Recurrent neural networks with specialized word embeddings for health-domain named-entity recognition. J. Biomed. Informatics 76: 102-109 (2017) - [j26]Sari Awwad, Massimo Piccardi:
Prototype-based budget maintenance for tracking in depth videos. Multim. Tools Appl. 76(20): 21117-21132 (2017) - [j25]Fairouz Hussein, Massimo Piccardi:
V-JAUNE: A Framework for Joint Action Recognition and Video Summarization. ACM Trans. Multim. Comput. Commun. Appl. 13(2): 20:1-20:19 (2017) - [c87]Sattar Seifollahi, Massimo Piccardi, Ehsan Zare Borzeshi:
A Semi-supervised Hidden Markov Topic Model Based on Prior Knowledge. AusDM 2017: 265-276 - [c86]Fairouz Hussein, Massimo Piccardi:
Minimum-Risk Structured Learning of Video Summarization. ISM 2017: 248-251 - [c85]Zhen Wang, Massimo Piccardi:
Dissimilarity-based action recognition with the pair hidden Markov support vector machine. MMSP 2017: 1-6 - [i7]Inigo Jauregi Unanue, Ehsan Zare Borzeshi, Massimo Piccardi:
Recurrent neural networks with specialized word embeddings for health-domain named-entity recognition. CoRR abs/1706.09569 (2017) - 2016
- [j24]Tat-Seng Chua, Xiangjian He, Weifeng Liu, Massimo Piccardi, Yonggang Wen, Dacheng Tao:
Big data meets multimedia analytics. Signal Process. 124: 1-4 (2016) - [c84]Raghavendra Chalapathy, Ehsan Zare Borzeshi, Massimo Piccardi:
Bidirectional LSTM-CRF for Clinical Concept Extraction. ClinicalNLP@COLING 2016 2016: 7-12 - [c83]Raghavendra Chalapathy, Ehsan Zare Borzeshi, Massimo Piccardi:
An Investigation of Recurrent Neural Architectures for Drug Name Recognition. Louhi@EMNLP 2016: 1-5 - [c82]Hanieh Poostchi, Ehsan Zare Borzeshi, Mohammad Abdous, Massimo Piccardi:
PersoNER: Persian Named-Entity Recognition. COLING 2016: 3381-3389 - [c81]Fairouz Hussein, Sari Awwad, Massimo Piccardi:
Joint action recognition and summarization by sub-modular inference. ICASSP 2016: 2697-2701 - [c80]Zhen Wang, Massimo Piccardi:
A pair hidden Markov support vector machine for alignment of human actions. ICME 2016: 1-6 - [c79]Sari Awwad, Massimo Piccardi:
Local depth patterns for fine-grained activity recognition in depth videos. IVCNZ 2016: 1-6 - [c78]Guopeng Zhang, Massimo Piccardi:
Sequential Labeling with Structural SVM Under an Average Precision Loss. S+SSPR 2016: 344-354 - [c77]Shaukat R. Abidi, Massimo Piccardi, Mary-Anne Williams:
Static action recognition by efficient greedy inference. WACV 2016: 1-8 - [i6]Raghavendra Chalapathy, Ehsan Zare Borzeshi, Massimo Piccardi:
An Investigation of Recurrent Neural Architectures for Drug Name Recognition. CoRR abs/1609.07585 (2016) - [i5]Raghavendra Chalapathy, Ehsan Zare Borzeshi, Massimo Piccardi:
Bidirectional LSTM-CRF for Clinical Concept Extraction. CoRR abs/1610.05858 (2016) - [i4]Raghavendra Chalapathy, Ehsan Zare Borzeshi, Massimo Piccardi:
Bidirectional LSTM-CRF for Clinical Concept Extraction. CoRR abs/1611.08373 (2016) - 2015
- [j23]Zui Zhang, Óscar Pérez Concha, Massimo Piccardi:
Tracking people under heavy occlusions by layered data association. Multim. Tools Appl. 74(17): 7239-7259 (2015) - [j22]Guopeng Zhang, Massimo Piccardi:
Structural SVM with Partial Ranking for Activity Segmentation and Classification. IEEE Signal Process. Lett. 22(12): 2344-2348 (2015) - [c76]Sari Awwad, Fairouz Hussein, Massimo Piccardi:
Local Depth Patterns for Tracking in Depth Videos. ACM Multimedia 2015: 1115-1118 - [i3]Ava Bargi, Richard Yi Da Xu, Massimo Piccardi:
An Adaptive Online HDP-HMM for Segmentation and Classification of Sequential Data. CoRR abs/1503.02761 (2015) - [i2]Shaukat R. Abidi, Massimo Piccardi, Mary-Anne Williams:
Action recognition in still images by latent superpixel classification. CoRR abs/1507.08363 (2015) - 2014
- [j21]Thierry Bouwmans, Jordi Gonzàlez, Caifeng Shan, Massimo Piccardi, Larry S. Davis:
Special issue on background modeling for foreground detection in real-world dynamic scenes. Mach. Vis. Appl. 25(5): 1101-1103 (2014) - [j20]Zia Moghaddam, Massimo Piccardi:
Training Initialization of Hidden Markov Models in Human Action Recognition. IEEE Trans Autom. Sci. Eng. 11(2): 394-408 (2014) - [c75]Ava Bargi, Richard Yi Da Xu, Zoubin Ghahramani, Massimo Piccardi:
A Non-parametric Conditional Factor Regression Model for Multi-Dimensional Input and Response. AISTATS 2014: 77-85 - [c74]Ehsan Zare Borzeshi, Afshin Dehghan, Massimo Piccardi, Mubarak Shah:
Complex event recognition by latent temporal models of concepts. ICIP 2014: 2373-2377 - [c73]Guopeng Zhang, Massimo Piccardi:
Sequential labeling with structural SVM under the F1 loss. ICIP 2014: 5272-5276 - [c72]Ava Bargi, Richard Yi Da Xu, Massimo Piccardi:
An Infinite Adaptive Online Learning Model for Segmentation and Classification of Streaming Data. ICPR 2014: 3440-3445 - 2013
- [j19]Ehsan Zare Borzeshi, Massimo Piccardi, Kaspar Riesen, Horst Bunke:
Discriminative prototype selection methods for graph embedding. Pattern Recognit. 46(6): 1648-1657 (2013) - [j18]Ehsan Zare Borzeshi, Óscar Pérez Concha, Richard Yi Da Xu, Massimo Piccardi:
Joint Action Segmentation and Classification by an Extended Hidden Markov Model. IEEE Signal Process. Lett. 20(12): 1207-1210 (2013) - [c71]Lei Shi, Sarath Kodagoda, Massimo Piccardi:
Towards simultaneous place classification and object detection based on conditional random field with multiple cues. IROS 2013: 2806-2811 - [i1]Ava Bargi, Richard Yi Da Xu, Massimo Piccardi:
A non-parametric conditional factor regression model for high-dimensional input and response. CoRR abs/1307.0578 (2013) - 2012
- [c70]Ava Bargi, Richard Yi Da Xu, Massimo Piccardi:
An online HDP-HMM for joint action segmentation and classification in motion capture data. CVPR Workshops 2012: 1-7 - [c69]Ehsan Zare Borzeshi, Óscar Pérez Concha, Massimo Piccardi:
Human Action Recognition in Video by Fusion of Structural and Spatio-temporal Features. SSPR/SPR 2012: 474-482 - 2011
- [j17]Ahmed Fawzi Otoom, Hatice Gunes, Óscar Pérez Concha, Massimo Piccardi:
MLiT: mixtures of Gaussians under linear transformations. Pattern Anal. Appl. 14(2): 193-205 (2011) - [c68]Óscar Pérez Concha, Richard Y. D. Xu, Zia Moghaddam, Massimo Piccardi:
HMM-MIO: An enhanced hidden Markov model for action recognition. CVPR Workshops 2011: 62-69 - [c67]Ehsan Zare Borzeshi, Massimo Piccardi, Richard Yi Da Xu:
A discriminative prototype selection approach for graph embedding in human action recognition. ICCV Workshops 2011: 1295-1301 - [c66]Ehsan Zare Borzeshi, Richard Yi Da Xu, Massimo Piccardi:
Automatic Human Action Recognition in Videos by Graph Embedding. ICIAP (2) 2011: 19-28 - [c65]Zia Moghaddam, Massimo Piccardi:
Robust density modelling using the student's t-distribution for human action recognition. ICIP 2011: 3261-3264 - 2010
- [c64]Zia Moghaddam, Massimo Piccardi:
Histogram-Based Training Initialisation of Hidden Markov Models for Human Action Recognition. AVSS 2010: 256-261 - [c63]Óscar Pérez Concha, Richard Yi Da Xu, Massimo Piccardi:
Robust Dimensionality Reduction for Human Action Recognition. DICTA 2010: 349-356 - [c62]Óscar Pérez Concha, Richard Yi Da Xu, Massimo Piccardi:
Compressive Sensing of Time Series for Human Action Recognition. DICTA 2010: 454-461 - [c61]Zia Moghaddam, Massimo Piccardi:
Human action recognition with MPEG-7 descriptors and architectures. ARTEMIS@ACM Multimedia 2010: 63-68 - [c60]Ahmed Fawzi Otoom, Óscar Pérez Concha, Massimo Piccardi:
Mixtures of Gaussian Distributions under Linear Dimensionality Reduction. VISAPP (2) 2010: 511-518
2000 – 2009
- 2009
- [j16]Hatice Gunes, Massimo Piccardi:
Automatic Temporal Segment Detection and Affect Recognition From Face and Body Display. IEEE Trans. Syst. Man Cybern. Part B 39(1): 64-84 (2009) - [c59]Ahmed Fawzi Otoom, Óscar Pérez Concha, Hatice Gunes, Massimo Piccardi:
Mixtures of Normalized Linear Projections. ACIVS 2009: 66-76 - [c58]Zia Moghaddam, Massimo Piccardi:
Deterministic Initialization of Hidden Markov Models for Human Action Recognition. DICTA 2009: 188-195 - [c57]Zui Zhang, Hatice Gunes, Massimo Piccardi:
Head detection for video surveillance based on categorical hair and skin colour models. ICIP 2009: 1137-1140 - [c56]Roberto Vezzani, Massimo Piccardi, Rita Cucchiara:
An efficient Bayesian framework for on-line action recognition. ICIP 2009: 3553-3556 - 2008
- [j15]Nicola Bruti Liberati, Filippo Martini, Massimo Piccardi, Eckhard Platen:
A hardware generator of multi-point distributed random numbers for Monte Carlo simulation. Math. Comput. Simul. 77(1): 45-56 (2008) - [c55]Zui Zhang, Hatice Gunes, Massimo Piccardi:
Tracking People in Crowds by a Part Matching Approach. AVSS 2008: 88-95 - [c54]Ahmed Fawzi Otoom, Hatice Gunes, Massimo Piccardi:
Feature extraction techniques for abandoned object classification in video surveillance. ICIP 2008: 1368-1371 - [c53]Zui Zhang, Hatice Gunes, Massimo Piccardi:
An accurate algorithm for head detection based on XYZ and HSV hair and skin color models. ICIP 2008: 1644-1647 - [c52]Massimo Piccardi, Hatice Gunes, Ahmed Fawzi Otoom:
Maximum-likelihood dimensionality reduction in gaussian mixture models with an application to object classification. ICPR 2008: 1-4 - [c51]Ahmed Fawzi Otoom, Hatice Gunes, Massimo Piccardi:
Comparative performance analysis of feature sets for abandoned object classification. SMC 2008: 1020-1025 - 2007
- [j14]Hatice Gunes, Massimo Piccardi:
Bi-modal emotion recognition from expressive face and body gestures. J. Netw. Comput. Appl. 30(4): 1334-1345 (2007) - [j13]Christopher S. Madden, Eric Dahai Cheng, Massimo Piccardi:
Tracking people across disjoint camera views by an illumination-tolerant appearance representation. Mach. Vis. Appl. 18(3-4): 233-247 (2007) - [c50]Christopher S. Madden, Massimo Piccardi:
A framework for track matching across disjoint cameras using robust shape and appearance features. AVSS 2007: 188-193 - [c49]Massimo Piccardi, Óscar Pérez:
Hidden Markov Models with Kernel Density Estimation of Emission Probabilities and their Use in Activity Recognition. CVPR 2007 - [c48]Óscar Pérez, Massimo Piccardi, Jesús García, Miguel Ángel Patricio Guisado, José Manuel Molina:
Comparison Between Genetic Algorithms and the Baum-Welch Algorithm in Learning HMMs for Human Activity Classification. EvoWorkshops 2007: 399-406 - [c47]Christopher S. Madden, Massimo Piccardi:
Detecting Major Segmentation Errors for a Tracked Person Using Colour Feature Analysis. ICIAP 2007: 524-529 - [c46]Christopher S. Madden, Massimo Piccardi, Silvia Zuffi:
Comparison of Techniques for Mitigating the Effects of Illumination Variations on the Appearance of Human Targets. ISVC (2) 2007: 116-127 - [c45]Óscar Pérez, Massimo Piccardi, Jesús García, José M. Molina:
Comparison of Classifiers for Human Activity Recognition. IWINAC (2) 2007: 192-201 - [c44]Zui Zhang, Massimo Piccardi:
A Review of Tracking Methods under Occlusions. MVA 2007: 146-149 - 2006
- [j12]Hatice Gunes, Massimo Piccardi:
Assessing facial beauty through proportion analysis by image processing and supervised learning. Int. J. Hum. Comput. Stud. 64(12): 1184-1199 (2006) - [c43]Massimo Piccardi:
Human-Focused Computer Vision Applications. CGIV 2006: 5 - [c42]Eric Dahai Cheng, Christopher S. Madden, Massimo Piccardi:
Mitigating the Effects of Variable Illumination for Tracking across Disjoint Camera Views. AVSS 2006: 32 - [c41]Massimo Piccardi:
Video Surveillance at the Beginning of the Third Millennium: The Viewpoint of Research, Industry, Government Bodies, Research Funding Agencies and the Community. AVSS 2006: 71 - [c40]Eric Dahai Cheng, Massimo Piccardi:
Matching of Objects Moving Across Disjoint Cameras. ICIP 2006: 1769-1772 - [c39]Hatice Gunes, Massimo Piccardi:
A Bimodal Face and Body Gesture Database for Automatic Analysis of Human Nonverbal Affective Behavior. ICPR (1) 2006: 1148-1153 - [c38]Hatice Gunes, Massimo Piccardi:
Creating and Annotating Affect Databases from Face and Body Display: A Contemporary Survey. SMC 2006: 2426-2433 - 2005
- [c37]Hatice Gunes, Massimo Piccardi:
Fusing Face and Body Display for Bi-modal Emotion Recognition: Single Frame Analysis and Multi-frame Post Integration. ACII 2005: 102-111 - [c36]Massimo Piccardi, Eric Dahai Cheng:
Track matching over disjoint camera views based on an incremental major color spectrum histogram. AVSS 2005: 147-152 - [c35]Massimo Piccardi, Eric Dahai Cheng:
Multi-Frame Moving Object Track Matching Based on an Incremental Major Color Spectrum Histogram Matching Algorithm. CVPR Workshops 2005: 19 - [c34]Eric Dahai Cheng, Massimo Piccardi, Tony Jan:
Boat-generated acoustic target signal detection by use of an Adaptive Median CFAR and multi-frame integration algorithm. EUSIPCO 2005: 1-4 - [c33]Nicola Bruti Liberati, Eckhard Platen, Filippo Martini, Massimo Piccardi:
An FPGA generator for multipoint distributed random variables (abstract only). FPGA 2005: 280 - [c32]Eric Dahai Cheng, Massimo Piccardi:
Track Matching by Major Color Histograms Matching and Post-matching Integration. ICIAP 2005: 1148-1157 - [c31]Hatice Gunes, Massimo Piccardi:
Automatic Visual Recognition of Face and Body Action Units. ICITA (1) 2005: 668-673 - [c30]Nicola Bruti Liberati, Eckhard Platen, Filippo Martini, Massimo Piccardi:
A hardware generator for multi-point distributed random variables. ISCAS (2) 2005: 1702-1705 - [c29]Hatice Gunes, Massimo Piccardi:
Fusing face and body gesture for machine recognition of emotions. RO-MAN 2005: 306-311 - [c28]Hatice Gunes, Massimo Piccardi:
Affect recognition from face and body: early fusion vs. late fusion. SMC 2005: 3437-3443 - 2004
- [j11]Rita Cucchiara, Massimo Piccardi, Andrea Prati:
Neighbor cache prefetching for multimedia image and video processing. IEEE Trans. Multim. 6(4): 539-552 (2004) - [c27]Hatice Gunes, Massimo Piccardi, Tony Jan:
Face and Body Gesture Analysis for Multimodal HCI. APCHI 2004: 583-588 - [c26]Wenjing Jia, Xiangjian He, Massimo Piccardi:
Automatic License Plate Recognition: a Review. CISST 2004: 43-49 - [c25]Massimo Piccardi, Tony Jan:
Mean-shift background image modelling. ICIP 2004: 3399-3402 - [c24]Hatice Gunes, Massimo Piccardi, Tony Jan:
Comparative beauty classification for pre-surgery planning. SMC (3) 2004: 2168-2174 - [c23]Massimo Piccardi:
Background subtraction techniques: a review. SMC (4) 2004: 3099-3104 - [c22]Tony Jan, Pohsiang Tsai, Massimo Piccardi, Tom Hintz:
Efficient video object classifier using locality-enhanced support vector machines. SMC (7) 2004: 6373-6377 - [c21]Hatice Gunes, Massimo Piccardi, Tony Jan:
Automated classification of female facial beauty by image analysis and supervised learning. VCIP 2004 - [e1]Massimo Piccardi, Tom Hintz, Sean He, Mao Lin Huang, David Dagan Feng:
Visual Information Processing 2003, Proceedings of the Pan-Sydney Area Workshop on Visual Information Processing, VIP2003. CRPIT 36, Australian Computer Society 2004, ISBN 1-920682-18-X [contents] - 2003
- [j10]Rita Cucchiara, Andrea Prati, Massimo Piccardi:
Improving Data Prefetching Efficacy in Multimedia Applications. Multim. Tools Appl. 20(2): 159-178 (2003) - [j9]Rita Cucchiara, Costantino Grana, Massimo Piccardi, Andrea Prati:
Detecting Moving Objects, Ghosts, and Shadows in Video Streams. IEEE Trans. Pattern Anal. Mach. Intell. 25(10): 1337-1342 (2003) - [c20]Hatice Gunes, Massimo Piccardi, Tony Jan:
Performance Evaluation of an Automated Classifier of Female Facial Beauty. CISST 2003: 652-656 - [c19]Tony Jan, Massimo Piccardi, Hatice Gunes:
Suspicious Behavior Assessment for Visual Surveillance Using Neural Network Classifiers. CISST 2003: 657-664 - [c18]Tony Jan, Massimo Piccardi, Tom Hintz:
Neural network classifiers for automated video surveillance. NNSP 2003: 729-738 - [c17]Hatice Gunes, Massimo Piccardi, Tony Jan:
Face and Body Gesture Recognition for a Vision-Based Multimodal Analyzer. VIP 2003: 19-28 - 2001
- [j8]Rita Cucchiara, Paola Mello, Massimo Piccardi, Fabrizio Riguzzi:
An application of machine learning and statistics to defect detection. Intell. Data Anal. 5(2): 151-164 (2001) - [j7]Paola Mello, Michela Milano, Marco Gavanelli, Evelina Lamma, Massimo Piccardi, Rita Cucchiara:
From Eager to Lazy Constrained Data Acquisition: A General Framework. New Gener. Comput. 19(4): 339-368 (2001) - [c16]Rita Cucchiara, Costantino Grana, Andrea Prati, Massimo Piccardi:
Detecting Objects, Shadows and Ghosts in Video Streams by Exploiting Color and Motion Information. ICIAP 2001: 360-365 - 2000
- [j6]Alessandro Callipo, Rita Cucchiara, Massimo Piccardi:
Computational models for image processing for shared-memory multiprocessors. Integr. Comput. Aided Eng. 7(1): 39-52 (2000) - [j5]Rita Cucchiara, Massimo Piccardi, Paola Mello:
Image analysis and rule-based reasoning for a traffic monitoring system. IEEE Trans. Intell. Transp. Syst. 1(2): 119-130 (2000) - [c15]Rita Cucchiara, Massimo Piccardi, Andrea Prati:
Focus based Feature Extraction for Pallets Recognition. BMVC 2000: 1-10 - [c14]Rita Cucchiara, Massimo Piccardi, Andrea Prati:
Hardware Prefetching Techniques for Cache Memories in Multimedia Applications. CAMP 2000: 311-319
1990 – 1999
- 1999
- [j4]Rita Cucchiara, Massimo Piccardi:
Eliciting visual primitives for detection of elongated shapes. Image Vis. Comput. 17(5-6): 347-355 (1999) - [c13]Rita Cucchiara, Evelina Lamma, Paola Mello, Michela Milano, Massimo Piccardi:
3D Object Recognition by VC-Graphs and Interactive Constraint Satisfaction. ICIAP 1999: 508-513 - [c12]Rita Cucchiara, Andrea Prati, Massimo Piccardi, Nello Scarabottolo:
Real-Time Detection of Moving Vehicles. ICIAP 1999: 618-623 - [c11]Rita Cucchiara, Massimo Piccardi, Andrea Prati:
Exploiting Cache in Multimedia. ICMCS, Vol. 1 1999: 345-350 - [c10]Rita Cucchiara, Massimo Piccardi:
Vehicle Detection under Day and Night Illumination. IIA/SOCO 1999 - [c9]Evelina Lamma, Paola Mello, Michela Milano, Rita Cucchiara, Marco Gavanelli, Massimo Piccardi:
Constraint Propagation and Value Acquisition: Why we should do it Interactively. IJCAI 1999: 468-477 - 1998
- [j3]Rita Cucchiara, Giovanni Neri, Massimo Piccardi:
A real-time hardware implementation of the hough transform. J. Syst. Archit. 45(1): 31-45 (1998) - [c8]Evelina Lamma, Michela Milano, Rita Cucchiara, Paola Mello, Massimo Piccardi:
Interactive Constraint Satisfaction and its Application to Visual Object Recognition. APPIA-GULP-PRODE 1998: 57-70 - [c7]Rita Cucchiara, Massimo Piccardi:
Exploiting image processing locality in cache pre-fetching. HiPC 1998: 466-472 - 1997
- [j2]Rita Cucchiara, Luigi Di Stefano, Massimo Piccardi, Tullio Salmon Cinotti:
The GIOTTO System: a Parallel Computer for Image Processing. Real Time Imaging 3(5): 343-353 (1997) - [c6]Rita Cucchiara, Massimo Piccardi, Michele Bariani, Paola Mello:
Learning for Feature Selection and Shape Detection. ICIAP (1) 1997: 535-542 - [c5]Massimo Piccardi, Rita Cucchiara, Michele Bariani, Paola Mello:
Exploiting Symbolic Learning in Visual Inspection. IDA 1997: 223-234 - [c4]Rita Cucchiara, Alessandro Callipo, Massimo Piccardi:
Block processing on multiprocessor DSPs for multimedia applications. MMSP 1997: 439-444 - 1996
- [c3]Rita Cucchiara, Massimo Piccardi:
Detection of luminosity profiles of elongated shapes. ICIP (3) 1996: 635-638 - 1995
- [j1]Rita Cucchiara, Luigi Di Stefano, Massimo Piccardi:
Detection of Circular Objects by Wave Propagation on a Mesh-Connected Computer. J. Parallel Distributed Comput. 31(1): 77-87 (1995) - [c2]Massimo Piccardi, Tullio Salmon Cinotti, Silvia Zuffi:
A preliminary performance evaluation of the quadrics architecture with the DARPA image understanding benchmark. HPCN Europe 1995: 124-129 - 1993
- [c1]Massimo Piccardi, Luigi Di Stefano, Rita Cucchiara, Tullio Salmon Cinotti:
Processing of variable size images on a cellular array: Performance analysis with the Abingdon Cross Benchmark. ASAP 1993: 172-175
Coauthor Index
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