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Estefanía Talavera
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2020 – today
- 2025
- [j13]Alina-Daniela Matei, Estefanía Talavera, Maya Aghaei:
Crime scene classification from skeletal trajectory analysis in surveillance settings. Eng. Appl. Artif. Intell. 141: 109800 (2025) - 2024
- [j12]Adjorn van Engelenhoven, Nicola Strisciuglio
, Estefanía Talavera
:
CAST: Clustering self-Attention using Surrogate Tokens for efficient transformers. Pattern Recognit. Lett. 186: 30-36 (2024) - [c20]Ajay Mathew Joseph, Fath U Min Ullah, Estefanía Talavera:
Body-part Tubelet Transformer for Human-Related Crime Classification. AVSS 2024: 1-8 - [c19]Fath U Min Ullah, Zulfiqar Ahmad Khan, Sung Wook Baik, Estefanía Talavera, Saeed Anwar, Khan Muhammad:
Dual Deep Learning Network for Abnormal Action Detection. AVSS 2024: 1-8 - [c18]Maria Luísa Lima, Willams de Lima Costa, Estefania Talavera Martínez, Veronica Teichrieb:
ST-Gait++: Leveraging spatio-temporal convolutions for gait-based emotion recognition on videos. CVPR Workshops 2024: 302-310 - [i23]Adjorn van Engelenhoven, Nicola Strisciuglio, Estefanía Talavera:
CAST: Clustering Self-Attention using Surrogate Tokens for Efficient Transformers. CoRR abs/2402.04239 (2024) - [i22]Maria Luísa Lima, Willams de Lima Costa, Estefania Talavera Martínez, Veronica Teichrieb:
ST-Gait++: Leveraging spatio-temporal convolutions for gait-based emotion recognition on videos. CoRR abs/2405.13903 (2024) - [i21]Willams de Lima Costa, Raul Ismayilov, Nicola Strisciuglio, Estefania Talavera Martínez:
Indoor scene recognition from images under visual corruptions. CoRR abs/2408.13029 (2024) - 2023
- [j11]Jonathan Omara, Estefanía Talavera
, Daniel Otim, Dan Turcza, Emmanuel Ofumbi, Godliver Owomugisha:
A field-based recommender system for crop disease detection using machine learning. Frontiers Artif. Intell. 6 (2023) - [j10]Martín Menchón
, Estefanía Talavera
, Jose M. Massa, Petia Radeva:
Behavioural patterns discovery for lifestyle analysis from egocentric photo-streams. Pervasive Mob. Comput. 95: 101846 (2023) - [c17]Xueyi Wang, Nicoletta Risi
, Estefanía Talavera
, Elisabetta Chicca
, Dimka Karastoyanova
, George Azzopardi
:
Fall Detection with Event-Based Data: A Case Study. CAIP (2) 2023: 33-42 - [c16]Willams de Lima Costa, Estefania Talavera Martínez
, Lucas Silva Figueiredo, Veronica Teichrieb:
High-level context representation for emotion recognition in images. CVPR Workshops 2023: 326-334 - [c15]Joshua Jeremy Dhikusooka, Ephraim Nuwamanya, Estefania Talavera Martínez, Godliver Owomugisha:
A Light Spectrometer Device for Crop Disease Monitoring. Tiny Papers @ ICLR 2023 - [i20]Willams de Lima Costa, Estefania Talavera Martínez, Lucas Silva Figueiredo, Veronica Teichrieb:
High-Level Context Representation for Emotion Recognition in Images. CoRR abs/2305.03500 (2023) - 2022
- [b1]Estefania Talavera Martínez:
Lifestyle Understanding through the Analysis of Egocentric Photo-streams. University of Barcelona, Spain, 2022 - [j9]David Morales
, Estefanía Talavera
, Beatriz Remeseiro:
Correction to: Playing to distraction: towards a robust training of CNN classifiers through visual explanation techniques. Neural Comput. Appl. 34(8): 6571-6574 (2022) - [j8]Andreea Glavan
, Estefanía Talavera
:
InstaIndoor and multi-modal deep learning for indoor scene recognition. Neural Comput. Appl. 34(9): 6861-6877 (2022) - [c14]Kayleigh Boekhoudt, Estefanía Talavera
:
Spatial-Temporal Transformer for Crime Recognition in Surveillance Videos. AVSS 2022: 1-8 - [i19]Alina-Daniela Matei, Estefanía Talavera, Maya Aghaei:
Crime scene classification from skeletal trajectory analysis in surveillance settings. CoRR abs/2207.01687 (2022) - 2021
- [j7]Alina Matei, Andreea Glavan
, Petia Radeva, Estefanía Talavera
:
Towards Eating Habits Discovery in Egocentric Photo-Streams. IEEE Access 9: 17495-17506 (2021) - [j6]Andreea Glavan, Alina Matei, Petia Radeva, Estefanía Talavera
:
Does our social life influence our nutritional behaviour? Understanding nutritional habits from egocentric photo-streams. Expert Syst. Appl. 171: 114506 (2021) - [j5]David Morales
, Estefanía Talavera
, Beatriz Remeseiro:
Playing to distraction: towards a robust training of CNN classifiers through visual explanation techniques. Neural Comput. Appl. 33(24): 16937-16949 (2021) - [c13]Kayleigh Boekhoudt, Alina Matei, Maya Aghaei, Estefanía Talavera
:
HR-Crime: Human-Related Anomaly Detection in Surveillance Videos. CAIP (2) 2021: 164-174 - [i18]Kayleigh Boekhoudt, Alina Matei, Maya Aghaei, Estefanía Talavera:
HR-Crime: Human-Related Anomaly Detection in Surveillance Videos. CoRR abs/2108.00246 (2021) - [i17]Andreea Glavan, Estefanía Talavera:
InstaIndoor and Multi-modal Deep Learning for Indoor Scene Recognition. CoRR abs/2112.12409 (2021) - 2020
- [j4]Estefanía Talavera
, Carolin Wuerich
, Nicolai Petkov, Petia Radeva
:
Topic modelling for routine discovery from egocentric photo-streams. Pattern Recognit. 104: 107330 (2020) - [j3]Estefanía Talavera
, Maria Leyva-Vallina
, Md. Mostafa Kamal Sarker
, Domenec Puig
, Nicolai Petkov
, Petia Radeva
:
Hierarchical Approach to Classify Food Scenes in Egocentric Photo-Streams. IEEE J. Biomed. Health Informatics 24(3): 866-877 (2020) - [c12]Martín Menchón
, Estefanía Talavera
, Jose M. Massa
, Petia Radeva
:
Behavioural Pattern Discovery from Collections of Egocentric Photo-Streams. ECCV Workshops (4) 2020: 469-484 - [c11]Alina Matei, Andreea Glavan, Estefanía Talavera
:
Deep Learning for Scene Recognition from Visual Data: A Survey. HAIS 2020: 763-773 - [c10]Alejandro Cartas
, Estefanía Talavera
, Petia Radeva
, Mariella Dimiccoli
:
Understanding Event Boundaries for Egocentric Activity Recognition from Photo-Streams. ICPR Workshops (3) 2020: 334-347 - [c9]Xueyi Wang
, Estefanía Talavera
, Dimka Karastoyanova
, George Azzopardi
:
Fall Detection and Recognition from Egocentric Visual Data: A Case Study. ICPR Workshops (1) 2020: 431-443 - [i16]Alina Matei, Andreea Glavan, Estefanía Talavera:
Deep learning for scene recognition from visual data: a survey. CoRR abs/2007.01806 (2020) - [i15]Martín Menchón, Estefanía Talavera, Jose M. Massa, Petia Radeva:
Behavioural pattern discovery from collections of egocentric photo-streams. CoRR abs/2008.09561 (2020) - [i14]Estefanía Talavera, Andreea Glavan, Alina Matei, Petia Radeva:
Eating Habits Discovery in Egocentric Photo-streams. CoRR abs/2009.07646 (2020) - [i13]David Morales, Estefanía Talavera, Beatriz Remeseiro:
Playing to distraction: towards a robust training of CNN classifiers through visual explanation techniques. CoRR abs/2012.14173 (2020)
2010 – 2019
- 2019
- [j2]Md. Mostafa Kamal Sarker
, Hatem A. Rashwan
, Farhan Akram
, Estefanía Talavera
, Syeda Furruka Banu
, Petia Radeva, Domenec Puig:
Recognizing Food Places in Egocentric Photo-Streams Using Multi-Scale Atrous Convolutional Networks and Self-Attention Mechanism. IEEE Access 7: 39069-39082 (2019) - [c8]Estefanía Talavera
, Nicolai Petkov, Petia Radeva:
Unsupervised Routine Discovery in Egocentric Photo-Streams. CAIP (1) 2019: 576-588 - [i12]Estefanía Talavera, Alexandre Cola, Nicolai Petkov, Petia Radeva:
Towards Egocentric Person Re-identification and Social Pattern Analysis. CoRR abs/1905.04073 (2019) - [i11]Estefanía Talavera, Nicolai Petkov, Petia Radeva:
Unsupervised routine discovery in egocentric photo-streams. CoRR abs/1905.04076 (2019) - [i10]Estefanía Talavera, Nicolai Petkov, Petia Radeva:
Towards Unsupervised Familiar Scene Recognition in Egocentric Videos. CoRR abs/1905.04093 (2019) - [i9]Estefanía Talavera, Maria Leyva-Vallina, Md. Mostafa Kamal Sarker, Domenec Puig, Nicolai Petkov, Petia Radeva:
Hierarchical approach to classify food scenes in egocentric photo-streams. CoRR abs/1905.04097 (2019) - [i8]Estefanía Talavera, Petia Radeva, Nicolai Petkov:
Towards Emotion Retrieval in Egocentric PhotoStream. CoRR abs/1905.04107 (2019) - 2018
- [c7]Estefanía Talavera
, Alexandre Cola, Nicolai Petkov, Petia Radeva:
Towards Egocentric Person Re-Identification and Social Pattern Analysis. APPIS 2018: 203-211 - [c6]Md. Mostafa Kamal Sarker
, Hatem A. Rashwan
, Estefanía Talavera
, Syeda Furruka Banu
, Petia Radeva
, Domenec Puig
:
MACNet: Multi-scale Atrous Convolution Networks for Food Places Classification in Egocentric Photo-Streams. ECCV Workshops (5) 2018: 423-433 - [i7]Md. Mostafa Kamal Sarker, Hatem A. Rashwan, Estefanía Talavera, Syeda Furruka Banu, Petia Radeva, Domenec Puig:
MACNet: Multi-scale Atrous Convolution Networks for Food Places Classification in Egocentric Photo-streams. CoRR abs/1808.09829 (2018) - [i6]Alejandro Cartas, Estefanía Talavera, Petia Radeva, Mariella Dimiccoli:
On the Role of Event Boundaries in Egocentric Activity Recognition from Photostreams. CoRR abs/1809.00402 (2018) - 2017
- [j1]Mariella Dimiccoli, Marc Bolaños
, Estefanía Talavera
, Maedeh Aghaei, Stavri G. Nikolov, Petia Radeva:
SR-clustering: Semantic regularized clustering for egocentric photo streams segmentation. Comput. Vis. Image Underst. 155: 55-69 (2017) - [c5]Estefanía Talavera
, Petia Radeva, Nicolai Petkov:
Towards Egocentric Sentiment Analysis. EUROCAST (2) 2017: 297-305 - [c4]Estefanía Talavera
, Nicola Strisciuglio
, Nicolai Petkov, Petia Radeva:
Sentiment Recognition in Egocentric Photostreams. IbPRIA 2017: 471-479 - [c3]Gabriel Oliveira-Barra, Marc Bolaños, Estefanía Talavera
, Adrián Dueñas, Olga Gelonch, Maite Garolera
:
Serious Games Application for Memory Training Using Egocentric Images. ICIAP Workshops 2017: 120-130 - [i5]Estefanía Talavera, Nicola Strisciuglio, Nicolai Petkov, Petia Radeva:
Sentiment Recognition in Egocentric Photostreams. CoRR abs/1703.09933 (2017) - [i4]Estefanía Talavera, Mariella Dimiccoli, Marc Bolaños, Maedeh Aghaei, Petia Radeva:
R-Clustering for Egocentric Video Segmentation. CoRR abs/1704.02809 (2017) - [i3]Gabriel Oliveira-Barra, Marc Bolaños, Estefanía Talavera, Adrián Dueñas, Olga Gelonch, Maite Garolera:
Serious Games Application for Memory Training Using Egocentric Images. CoRR abs/1707.08821 (2017) - 2015
- [c2]Estefanía Talavera
, Mariella Dimiccoli, Marc Bolaños
, Maedeh Aghaei, Petia Radeva
:
R-Clustering for Egocentric Video Segmentation. IbPRIA 2015: 327-336 - [c1]Marc Bolaños
, Ricard Mestre, Estefanía Talavera
, Xavier Giró-i-Nieto
, Petia Radeva
:
Visual summary of egocentric photostreams by representative keyframes. ICME Workshops 2015: 1-6 - [i2]Marc Bolaños, Ricard Mestre, Estefanía Talavera, Xavier Giró-i-Nieto, Petia Radeva:
Visual Summary of Egocentric Photostreams by Representative Keyframes. CoRR abs/1505.01130 (2015) - [i1]Mariella Dimiccoli, Marc Bolaños, Estefanía Talavera, Maedeh Aghaei, Stavri G. Nikolov, Petia Radeva:
SR-Clustering: Semantic Regularized Clustering for Egocentric Photo Streams Segmentation. CoRR abs/1512.07143 (2015)
Coauthor Index
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