Estefanía Talavera

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 46

Top Topics

Surveillance Videos

Activity Recognition

Top Venues

Neural Comput. Appl.

Publications

Adjorn van Engelenhoven, Nicola Strisciuglio, Estefanía Talavera
CAST: Clustering Self-Attention using Surrogate Tokens for Efficient Transformers. CoRR (2024)
Xueyi Wang, Nicoletta Risi, Estefanía Talavera, Elisabetta Chicca, Dimka Karastoyanova, George Azzopardi
Fall Detection with Event-Based Data: A Case Study. CAIP (2) (2023)
Martín Menchón, Estefanía Talavera, Jose M. Massa, Petia Radeva
Behavioural patterns discovery for lifestyle analysis from egocentric photo-streams. Pervasive Mob. Comput. 95 (2023)
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)
Andreea Glavan, Estefanía Talavera
InstaIndoor and multi-modal deep learning for indoor scene recognition. Neural Comput. Appl. 34 (9) (2022)
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) (2022)
Kayleigh Boekhoudt, Estefanía Talavera
Spatial-Temporal Transformer for Crime Recognition in Surveillance Videos. AVSS (2022)
Alina-Daniela Matei, Estefanía Talavera, Maya Aghaei
Crime scene classification from skeletal trajectory analysis in surveillance settings. CoRR (2022)
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 (2021)
Kayleigh Boekhoudt, Alina Matei, Maya Aghaei, Estefanía Talavera
HR-Crime: Human-Related Anomaly Detection in Surveillance Videos. CoRR (2021)
Alina Matei, Andreea Glavan, Petia Radeva, Estefanía Talavera
Towards Eating Habits Discovery in Egocentric Photo-Streams. IEEE Access 9 (2021)
Andreea Glavan, Estefanía Talavera
InstaIndoor and Multi-modal Deep Learning for Indoor Scene Recognition. CoRR (2021)
Kayleigh Boekhoudt, Alina Matei, Maya Aghaei, Estefanía Talavera
HR-Crime: Human-Related Anomaly Detection in Surveillance Videos. CAIP (2) (2021)
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) (2021)
Estefanía Talavera, Andreea Glavan, Alina Matei, Petia Radeva
Eating Habits Discovery in Egocentric Photo-streams. CoRR (2020)
Martin Menchon, Estefanía Talavera, Jose M. Massa, Petia Radeva
Behavioural Pattern Discovery from Collections of Egocentric Photo-Streams. ECCV Workshops (4) (2020)
Alejandro Cartas, Estefanía Talavera, Petia Radeva, Mariella Dimiccoli
Understanding Event Boundaries for Egocentric Activity Recognition from Photo-Streams. ICPR Workshops (3) (2020)
Martin Menchon, Estefanía Talavera, Jose M. Massa, Petia Radeva
Behavioural pattern discovery from collections of egocentric photo-streams. CoRR (2020)
Alina Matei, Andreea Glavan, Estefanía Talavera
Deep Learning for Scene Recognition from Visual Data: A Survey. HAIS (2020)
Estefanía Talavera, Carolin Wuerich, Nicolai Petkov, Petia Radeva
Topic modelling for routine discovery from egocentric photo-streams. Pattern Recognit. 104 (2020)
Xueyi Wang, Estefanía Talavera, Dimka Karastoyanova, George Azzopardi
Fall Detection and Recognition from Egocentric Visual Data: A Case Study. ICPR Workshops (1) (2020)
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) (2020)
David Morales, Estefanía Talavera, Beatriz Remeseiro
Playing to distraction: towards a robust training of CNN classifiers through visual explanation techniques. CoRR (2020)
Alina Matei, Andreea Glavan, Estefanía Talavera
Deep learning for scene recognition from visual data: a survey. CoRR (2020)
Estefanía Talavera, Petia Radeva, Nicolai Petkov
Towards Emotion Retrieval in Egocentric PhotoStream. CoRR (2019)
Estefanía Talavera, Alexandre Cola, Nicolai Petkov, Petia Radeva
Towards Egocentric Person Re-identification and Social Pattern Analysis. CoRR (2019)
Estefanía Talavera, Nicolai Petkov, Petia Radeva
Unsupervised Routine Discovery in Egocentric Photo-Streams. CAIP (1) (2019)
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 (2019)
Estefanía Talavera, Nicolai Petkov, Petia Radeva
Towards Unsupervised Familiar Scene Recognition in Egocentric Videos. CoRR (2019)
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 (2019)
Estefanía Talavera, Nicolai Petkov, Petia Radeva
Unsupervised routine discovery in egocentric photo-streams. CoRR (2019)
Estefanía Talavera, Alexandre Cola, Nicolai Petkov, Petia Radeva
Towards Egocentric Person Re-Identification and Social Pattern Analysis. APPIS (2018)
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 (2018)
Alejandro Cartas, Estefanía Talavera, Petia Radeva, Mariella Dimiccoli
On the Role of Event Boundaries in Egocentric Activity Recognition from Photostreams. CoRR (2018)
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)
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)
Estefanía Talavera, Nicola Strisciuglio, Nicolai Petkov, Petia Radeva
Sentiment Recognition in Egocentric Photostreams. IbPRIA (2017)
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 (2017)
Estefanía Talavera, Mariella Dimiccoli, Marc Bolaños, Maedeh Aghaei, Petia Radeva
R-Clustering for Egocentric Video Segmentation. CoRR (2017)
Estefanía Talavera, Petia Radeva, Nicolai Petkov
Towards Egocentric Sentiment Analysis. EUROCAST (2) (2017)
Estefanía Talavera, Nicola Strisciuglio, Nicolai Petkov, Petia Radeva
Sentiment Recognition in Egocentric Photostreams. CoRR (2017)
Gabriel Oliveira-Barra, Marc Bolaños, Estefanía Talavera, Adrián Dueñas, Olga Gelonch, Maite Garolera
Serious Games Application for Memory Training Using Egocentric Images. CoRR (2017)
Marc Bolaños, Ricard Mestre, Estefanía Talavera, Xavier Giró-i-Nieto, Petia Radeva
Visual Summary of Egocentric Photostreams by Representative Keyframes. CoRR (2015)
Marc Bolaños, Ricard Mestre, Estefanía Talavera, Xavier Giró-i-Nieto, Petia Radeva
Visual summary of egocentric photostreams by representative keyframes. ICME Workshops (2015)
Estefanía Talavera, Mariella Dimiccoli, Marc Bolaños, Maedeh Aghaei, Petia Radeva
R-Clustering for Egocentric Video Segmentation. IbPRIA (2015)
Mariella Dimiccoli, Marc Bolaños, Estefanía Talavera, Maedeh Aghaei, Stavri G. Nikolov, Petia Radeva
SR-Clustering: Semantic Regularized Clustering for Egocentric Photo Streams Segmentation. CoRR (2015)