Estefanía Talavera

53 papers B 3Misc 3Journal 34Unranked 13

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Crime scene classification from skeletal trajectory analysis in surveillance settings. Eng. Appl. Artif. Intell. Alina-Daniela Matei, Estefanía Talavera, Maya Aghaei
2025	—	`conf`	DADO: A Depth-Attention Framework for Object Discovery. CAIP (2) Federico Gonzalez, Estefanía Talavera, Petia Radeva
2025	J	`jnl`	DADO: A Depth-Attention framework for Object Discovery. CoRR Federico Gonzalez, Estefanía Talavera, Petia Radeva
2025	—	`conf`	Vision on the Move: Automated Hazardous Material Plate Detection in Freight Transport. CAIP (1) Melissa Tijink, Stanislav Levendeev, Ewaldo Nieuwenhuis, Luuk J. Spreeuwers, Nicola Strisciuglio, Estefanía Talavera
2024	B	`conf`	Body-part Tubelet Transformer for Human-Related Crime Classification. AVSS Ajay Mathew Joseph, Fath U Min Ullah, Estefanía Talavera
2024	J	`jnl`	CAST: Clustering Self-Attention using Surrogate Tokens for Efficient Transformers. CoRR Adjorn van Engelenhoven, Nicola Strisciuglio, Estefanía Talavera
2024	J	`jnl`	CAST: Clustering self-Attention using Surrogate Tokens for efficient transformers. Pattern Recognit. Lett. Adjorn van Engelenhoven, Nicola Strisciuglio, Estefanía Talavera
2024	B	`conf`	Dual Deep Learning Network for Abnormal Action Detection. AVSS Fath U Min Ullah, Zulfiqar Ahmad Khan, Sung Wook Baik, Estefanía Talavera, Saeed Anwar, Khan Muhammad
2023	J	`jnl`	A field-based recommender system for crop disease detection using machine learning. Frontiers Artif. Intell. Jonathan Omara, Estefanía Talavera, Daniel Otim, Dan Turcza, Emmanuel Ofumbi, Godliver Owomugisha
2023	J	`jnl`	Behavioural patterns discovery for lifestyle analysis from egocentric photo-streams. Pervasive Mob. Comput. Martín Menchón, Estefanía Talavera, Jose M. Massa, Petia Radeva
2023	—	`conf`	Fall Detection with Event-Based Data: A Case Study. CAIP (2) Xueyi Wang, Nicoletta Risi, Estefanía Talavera, Elisabetta Chicca, Dimka Karastoyanova, George Azzopardi
2022	J	`jnl`	Correction to: Playing to distraction: towards a robust training of CNN classifiers through visual explanation techniques. Neural Comput. Appl. David Morales, Estefanía Talavera, Beatriz Remeseiro
2022	J	`jnl`	Crime scene classification from skeletal trajectory analysis in surveillance settings. CoRR Alina-Daniela Matei, Estefanía Talavera, Maya Aghaei
2022	J	`jnl`	InstaIndoor and multi-modal deep learning for indoor scene recognition. Neural Comput. Appl. Andreea Glavan, Estefanía Talavera
2022	B	`conf`	Spatial-Temporal Transformer for Crime Recognition in Surveillance Videos. AVSS Kayleigh Boekhoudt, Estefanía Talavera
2021	J	`jnl`	Does our social life influence our nutritional behaviour? Understanding nutritional habits from egocentric photo-streams. Expert Syst. Appl. Andreea Glavan, Alina Matei, Petia Radeva, Estefanía Talavera
2021	—	`conf`	HR-Crime: Human-Related Anomaly Detection in Surveillance Videos. CAIP (2) Kayleigh Boekhoudt, Alina Matei, Maya Aghaei, Estefanía Talavera
2021	J	`jnl`	HR-Crime: Human-Related Anomaly Detection in Surveillance Videos. CoRR Kayleigh Boekhoudt, Alina Matei, Maya Aghaei, Estefanía Talavera
2021	J	`jnl`	InstaIndoor and Multi-modal Deep Learning for Indoor Scene Recognition. CoRR Andreea Glavan, Estefanía Talavera
2021	J	`jnl`	Playing to distraction: towards a robust training of CNN classifiers through visual explanation techniques. Neural Comput. Appl. David Morales, Estefanía Talavera, Beatriz Remeseiro
2021	J	`jnl`	Towards Eating Habits Discovery in Egocentric Photo-Streams. IEEE Access Alina Matei, Andreea Glavan, Petia Radeva, Estefanía Talavera
2020	—	`conf`	Behavioural Pattern Discovery from Collections of Egocentric Photo-Streams. ECCV Workshops (4) Martín Menchón, Estefanía Talavera, Jose M. Massa, Petia Radeva
2020	J	`jnl`	Behavioural pattern discovery from collections of egocentric photo-streams. CoRR Martín Menchón, Estefanía Talavera, Jose M. Massa, Petia Radeva
2020	Misc	`conf`	Deep Learning for Scene Recognition from Visual Data: A Survey. HAIS Alina Matei, Andreea Glavan, Estefanía Talavera
2020	J	`jnl`	Deep learning for scene recognition from visual data: a survey. CoRR Alina Matei, Andreea Glavan, Estefanía Talavera
2020	J	`jnl`	Eating Habits Discovery in Egocentric Photo-streams. CoRR Estefanía Talavera, Andreea Glavan, Alina Matei, Petia Radeva
2020	—	`conf`	Fall Detection and Recognition from Egocentric Visual Data: A Case Study. ICPR Workshops (1) Xueyi Wang, Estefanía Talavera, Dimka Karastoyanova, George Azzopardi
2020	J	`jnl`	Hierarchical Approach to Classify Food Scenes in Egocentric Photo-Streams. IEEE J. Biomed. Health Informatics Estefanía Talavera, Maria Leyva-Vallina, Md. Mostafa Kamal Sarker, Domenec Puig, Nicolai Petkov, Petia Radeva
2020	J	`jnl`	Playing to distraction: towards a robust training of CNN classifiers through visual explanation techniques. CoRR David Morales, Estefanía Talavera, Beatriz Remeseiro
2020	J	`jnl`	Topic modelling for routine discovery from egocentric photo-streams. Pattern Recognit. Estefanía Talavera, Carolin Wuerich, Nicolai Petkov, Petia Radeva
2020	—	`conf`	Understanding Event Boundaries for Egocentric Activity Recognition from Photo-Streams. ICPR Workshops (3) Alejandro Cartas, Estefanía Talavera, Petia Radeva, Mariella Dimiccoli
2019	J	`jnl`	Hierarchical approach to classify food scenes in egocentric photo-streams. CoRR Estefanía Talavera, Maria Leyva-Vallina, Md. Mostafa Kamal Sarker, Domenec Puig, Nicolai Petkov, Petia Radeva
2019	J	`jnl`	Recognizing Food Places in Egocentric Photo-Streams Using Multi-Scale Atrous Convolutional Networks and Self-Attention Mechanism. IEEE Access Md. Mostafa Kamal Sarker, Hatem A. Rashwan, Farhan Akram, Estefanía Talavera, Syeda Furruka Banu, Petia Radeva, Domenec Puig
2019	J	`jnl`	Towards Egocentric Person Re-identification and Social Pattern Analysis. CoRR Estefanía Talavera, Alexandre Cola, Nicolai Petkov, Petia Radeva
2019	J	`jnl`	Towards Emotion Retrieval in Egocentric PhotoStream. CoRR Estefanía Talavera, Petia Radeva, Nicolai Petkov
2019	J	`jnl`	Towards Unsupervised Familiar Scene Recognition in Egocentric Videos. CoRR Estefanía Talavera, Nicolai Petkov, Petia Radeva
2019	—	`conf`	Unsupervised Routine Discovery in Egocentric Photo-Streams. CAIP (1) Estefanía Talavera, Nicolai Petkov, Petia Radeva
2019	J	`jnl`	Unsupervised routine discovery in egocentric photo-streams. CoRR Estefanía Talavera, Nicolai Petkov, Petia Radeva
2018	—	`conf`	MACNet: Multi-scale Atrous Convolution Networks for Food Places Classification in Egocentric Photo-Streams. ECCV Workshops (5) Md. Mostafa Kamal Sarker, Hatem A. Rashwan, Estefanía Talavera, Syeda Furruka Banu, Petia Radeva, Domenec Puig
2018	J	`jnl`	MACNet: Multi-scale Atrous Convolution Networks for Food Places Classification in Egocentric Photo-streams. CoRR Md. Mostafa Kamal Sarker, Hatem A. Rashwan, Estefanía Talavera, Syeda Furruka Banu, Petia Radeva, Domenec Puig
2018	J	`jnl`	On the Role of Event Boundaries in Egocentric Activity Recognition from Photostreams. CoRR Alejandro Cartas, Estefanía Talavera, Petia Radeva, Mariella Dimiccoli
2018	—	`conf`	Towards Egocentric Person Re-Identification and Social Pattern Analysis. APPIS Estefanía Talavera, Alexandre Cola, Nicolai Petkov, Petia Radeva
2017	J	`jnl`	R-Clustering for Egocentric Video Segmentation. CoRR Estefanía Talavera, Mariella Dimiccoli, Marc Bolaños, Maedeh Aghaei, Petia Radeva
2017	J	`jnl`	SR-clustering: Semantic regularized clustering for egocentric photo streams segmentation. Comput. Vis. Image Underst. Mariella Dimiccoli, Marc Bolaños, Estefanía Talavera, Maedeh Aghaei, Stavri G. Nikolov, Petia Radeva
2017	Misc	`conf`	Sentiment Recognition in Egocentric Photostreams. IbPRIA Estefanía Talavera, Nicola Strisciuglio, Nicolai Petkov, Petia Radeva
2017	J	`jnl`	Sentiment Recognition in Egocentric Photostreams. CoRR Estefanía Talavera, Nicola Strisciuglio, Nicolai Petkov, Petia Radeva
2017	—	`conf`	Serious Games Application for Memory Training Using Egocentric Images. ICIAP Workshops Gabriel Oliveira-Barra, Marc Bolaños, Estefanía Talavera, Adrián Dueñas, Olga Gelonch, Maite Garolera
2017	J	`jnl`	Serious Games Application for Memory Training Using Egocentric Images. CoRR Gabriel Oliveira-Barra, Marc Bolaños, Estefanía Talavera, Adrián Dueñas, Olga Gelonch, Maite Garolera
2017	—	`conf`	Towards Egocentric Sentiment Analysis. EUROCAST (2) Estefanía Talavera, Petia Radeva, Nicolai Petkov
2015	Misc	`conf`	R-Clustering for Egocentric Video Segmentation. IbPRIA Estefanía Talavera, Mariella Dimiccoli, Marc Bolaños, Maedeh Aghaei, Petia Radeva
2015	J	`jnl`	SR-Clustering: Semantic Regularized Clustering for Egocentric Photo Streams Segmentation. CoRR Mariella Dimiccoli, Marc Bolaños, Estefanía Talavera, Maedeh Aghaei, Stavri G. Nikolov, Petia Radeva
2015	J	`jnl`	Visual Summary of Egocentric Photostreams by Representative Keyframes. CoRR Marc Bolaños, Ricard Mestre, Estefanía Talavera, Xavier Giró-i-Nieto, Petia Radeva
2015	—	`conf`	Visual summary of egocentric photostreams by representative keyframes. ICME Workshops Marc Bolaños, Ricard Mestre, Estefanía Talavera, Xavier Giró-i-Nieto, Petia Radeva