Estefanía Talavera

According to our database, Estefanía Talavera authored at least 39 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

CAST: Clustering self-Attention using Surrogate Tokens for efficient transformers.

Adjorn van Engelenhoven, Nicola Strisciuglio, Estefanía Talavera

Pattern Recognit. Lett., 2024

Indoor scene recognition from images under visual corruptions.

Willams de Lima Costa, Raul Ismayilov, Nicola Strisciuglio, Estefania Talavera Martínez

CoRR, 2024

ST-Gait++: Leveraging spatio-temporal convolutions for gait-based emotion recognition on videos.

Maria Luísa Lima, Willams de Lima Costa, Estefania Talavera Martínez, Veronica Teichrieb

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Dual Deep Learning Network for Abnormal Action Detection.

Fath U Min Ullah, Zulfiqar Ahmad Khan, Sung Wook Baik, Estefanía Talavera, Saeed Anwar, Khan Muhammad

Proceedings of the IEEE International Conference on Advanced Video and Signal Based Surveillance, 2024

Body-part Tubelet Transformer for Human-Related Crime Classification.

Ajay Mathew Joseph, Fath U Min Ullah, Estefanía Talavera

Proceedings of the IEEE International Conference on Advanced Video and Signal Based Surveillance, 2024

2023

Behavioural patterns discovery for lifestyle analysis from egocentric photo-streams.

Martín Menchón, Estefanía Talavera, Jose M. Massa, Petia Radeva

Pervasive Mob. Comput., October, 2023

A field-based recommender system for crop disease detection using machine learning.

Jonathan Omara, Estefanía Talavera, Daniel Otim, Dan Turcza, Emmanuel Ofumbi, Godliver Owomugisha

Frontiers Artif. Intell., February, 2023

A Light Spectrometer Device for Crop Disease Monitoring.

Joshua Jeremy Dhikusooka, Ephraim Nuwamanya, Estefania Talavera Martínez, Godliver Owomugisha

Proceedings of the First Tiny Papers Track at ICLR 2023, 2023

High-level context representation for emotion recognition in images.

Willams de Lima Costa, Estefania Talavera Martínez, Lucas Silva Figueiredo, Veronica Teichrieb

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Fall Detection with Event-Based Data: A Case Study.

Xueyi Wang, Nicoletta Risi, Estefanía Talavera, Elisabetta Chicca, Dimka Karastoyanova, George Azzopardi

Proceedings of the Computer Analysis of Images and Patterns, 2023

2022

Lifestyle Understanding through the Analysis of Egocentric Photo-streams

Estefania Talavera Martínez

PhD thesis, 2022

Correction to: Playing to distraction: towards a robust training of CNN classifiers through visual explanation techniques.

David Morales, Estefanía Talavera, Beatriz Remeseiro

Neural Comput. Appl., 2022

InstaIndoor and multi-modal deep learning for indoor scene recognition.

Andreea Glavan, Estefanía Talavera

Neural Comput. Appl., 2022

Crime scene classification from skeletal trajectory analysis in surveillance settings.

Alina-Daniela Matei, Estefanía Talavera, Maya Aghaei

CoRR, 2022

Spatial-Temporal Transformer for Crime Recognition in Surveillance Videos.

Kayleigh Boekhoudt, Estefanía Talavera

Proceedings of the 18th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2022

2021

Playing to distraction: towards a robust training of CNN classifiers through visual explanation techniques.

David Morales, Estefanía Talavera, Beatriz Remeseiro

Neural Comput. Appl., 2021

Does our social life influence our nutritional behaviour? Understanding nutritional habits from egocentric photo-streams.

Andreea Glavan, Alina Matei, Petia Radeva, Estefanía Talavera

Expert Syst. Appl., 2021

Towards Eating Habits Discovery in Egocentric Photo-Streams.

Alina Matei, Andreea Glavan, Petia Radeva, Estefanía Talavera

IEEE Access, 2021

HR-Crime: Human-Related Anomaly Detection in Surveillance Videos.

Kayleigh Boekhoudt, Alina Matei, Maya Aghaei, Estefanía Talavera

Proceedings of the Computer Analysis of Images and Patterns, 2021

2020

Hierarchical Approach to Classify Food Scenes in Egocentric Photo-Streams.

Estefanía Talavera, Maria Leyva-Vallina, Md. Mostafa Kamal Sarker, Domenec Puig, Nicolai Petkov, Petia Radeva

IEEE J. Biomed. Health Informatics, 2020

Topic modelling for routine discovery from egocentric photo-streams.

Estefanía Talavera, Carolin Wuerich, Nicolai Petkov, Petia Radeva

Pattern Recognit., 2020

Eating Habits Discovery in Egocentric Photo-streams.

Estefanía Talavera, Andreea Glavan, Alina Matei, Petia Radeva

CoRR, 2020

Fall Detection and Recognition from Egocentric Visual Data: A Case Study.

Xueyi Wang, Estefanía Talavera, Dimka Karastoyanova, George Azzopardi

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Understanding Event Boundaries for Egocentric Activity Recognition from Photo-Streams.

Alejandro Cartas, Estefanía Talavera, Petia Radeva, Mariella Dimiccoli

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Deep Learning for Scene Recognition from Visual Data: A Survey.

Alina Matei, Andreea Glavan, Estefanía Talavera

Proceedings of the Hybrid Artificial Intelligent Systems - 15th International Conference, 2020

Behavioural Pattern Discovery from Collections of Egocentric Photo-Streams.

Martín Menchón, Estefanía Talavera, Jose M. Massa, Petia Radeva

Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

2019

Towards Emotion Retrieval in Egocentric PhotoStream.

Estefanía Talavera, Petia Radeva, Nicolai Petkov

CoRR, 2019

Towards Unsupervised Familiar Scene Recognition in Egocentric Videos.

Estefanía Talavera, Nicolai Petkov, Petia Radeva

CoRR, 2019

Recognizing Food Places in Egocentric Photo-Streams Using Multi-Scale Atrous Convolutional Networks and Self-Attention Mechanism.

Md. Mostafa Kamal Sarker, Hatem A. Rashwan, Farhan Akram, Estefanía Talavera, Syeda Furruka Banu, Petia Radeva, Domenec Puig

IEEE Access, 2019

Unsupervised Routine Discovery in Egocentric Photo-Streams.

Estefanía Talavera, Nicolai Petkov, Petia Radeva

Proceedings of the Computer Analysis of Images and Patterns, 2019

2018

On the Role of Event Boundaries in Egocentric Activity Recognition from Photostreams.

Alejandro Cartas, Estefanía Talavera, Petia Radeva, Mariella Dimiccoli

CoRR, 2018

MACNet: Multi-scale Atrous Convolution Networks for Food Places Classification in Egocentric Photo-Streams.

Md. Mostafa Kamal Sarker, Hatem A. Rashwan, Estefanía Talavera, Syeda Furruka Banu, Petia Radeva, Domenec Puig

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Towards Egocentric Person Re-Identification and Social Pattern Analysis.

Estefanía Talavera, Alexandre Cola, Nicolai Petkov, Petia Radeva

Proceedings of the Applications of Intelligent Systems, 2018

2017

SR-clustering: Semantic regularized clustering for egocentric photo streams segmentation.

Mariella Dimiccoli, Marc Bolaños, Estefanía Talavera, Maedeh Aghaei, Stavri G. Nikolov, Petia Radeva

Comput. Vis. Image Underst., 2017

Serious Games Application for Memory Training Using Egocentric Images.

Gabriel Oliveira-Barra, Marc Bolaños, Estefanía Talavera, Adrián Dueñas, Olga Gelonch, Maite Garolera

Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2017, 2017

Sentiment Recognition in Egocentric Photostreams.

Estefanía Talavera, Nicola Strisciuglio, Nicolai Petkov, Petia Radeva

Proceedings of the Pattern Recognition and Image Analysis - 8th Iberian Conference, 2017

Towards Egocentric Sentiment Analysis.

Estefanía Talavera, Petia Radeva, Nicolai Petkov

Proceedings of the Computer Aided Systems Theory - EUROCAST 2017, 2017

2015

Visual summary of egocentric photostreams by representative keyframes.

Marc Bolaños, Ricard Mestre, Estefanía Talavera, Xavier Giró-i-Nieto, Petia Radeva

Proceedings of the 2015 IEEE International Conference on Multimedia & Expo Workshops, 2015

R-Clustering for Egocentric Video Segmentation.

Estefanía Talavera, Mariella Dimiccoli, Marc Bolaños, Maedeh Aghaei, Petia Radeva

Proceedings of the Pattern Recognition and Image Analysis - 7th Iberian Conference, 2015