Estefanía Talavera Martínez
Estefanía Talavera Martínez
Assistant Professor, University of Twente
Verified email at - Homepage
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Sr-clustering: Semantic regularized clustering for egocentric photo streams segmentation
M Dimiccoli, M Bolanos, E Talavera, M Aghaei, SG Nikolov, P Radeva
Computer Vision and Image Understanding 155, 55-69, 2017
Visual summary of egocentric photostreams by representative keyframes
M Bolanos, R Mestre, E Talavera, X Giró-i-Nieto, P Radeva
2015 IEEE International Conference on Multimedia & Expo Workshops (ICMEW), 1-6, 2015
R-clustering for egocentric video segmentation
E Talavera, M Dimiccoli, M Bolanos, M Aghaei, P Radeva
Pattern Recognition and Image Analysis: 7th Iberian Conference, IbPRIA 2015 …, 2015
Deep learning for scene recognition from visual data: a survey
A Matei, A Glavan, E Talavera
International Conference on Hybrid Artificial Intelligence Systems, 763-773, 2020
Hierarchical approach to classify food scenes in egocentric photo-streams
ET Martinez, M Leyva-Vallina, MMK Sarker, D Puig, N Petkov, P Radeva
IEEE journal of biomedical and health informatics 24 (3), 866-877, 2019
Topic Modelling for Routine Discovery from Egocentric Photo-streams
PR Estefania Talavera, Carolin Wuerich, NicolaiPetkov
Pattern Recognition, 2020
Hr-crime: Human-related anomaly detection in surveillance videos
K Boekhoudt, A Matei, M Aghaei, E Talavera
Computer Analysis of Images and Patterns: 19th International Conference …, 2021
MACNet: Multi-scale atrous convolution networks for food places classification in egocentric photo-streams
MK Sarker, HA Rashwan, E Talavera, S Furruka Banu, P Radeva, D Puig
Proceedings of the European Conference on Computer Vision (ECCV) Workshops, 0-0, 2018
Sentiment recognition in egocentric photostreams
E Talavera, N Strisciuglio, N Petkov, P Radeva
Pattern Recognition and Image Analysis: 8th Iberian Conference, IbPRIA 2017 …, 2017
InstaIndoor and multi-modal deep learning for indoor scene recognition
A Glavan, E Talavera
Neural Computing and Applications, 1-17, 2022
Unsupervised routine discovery in egocentric photo-streams
E Talavera, N Petkov, P Radeva
Computer Analysis of Images and Patterns: 18th International Conference …, 2019
Playing to distraction: towards a robust training of CNN classifiers through visual explanation techniques
D Morales, E Talavera, B Remeseiro
Neural Computing and Applications 33 (24), 16937-16949, 2021
Recognizing food places in egocentric photo-streams using multi-scale atrous convolutional networks and self-attention mechanism
MMK Sarker, HA Rashwan, F Akram, E Talavera, SF Banu, P Radeva, ...
IEEE Access 7, 39069-39082, 2019
Lifelog retrieval for memory stimulation of people with memory impairment
G Oliveira-Barra, M Bolanos, E Talavera, O Gelonch, M Garolera, ...
Multimodal Behavior Analysis in the Wild, 135-158, 2019
Towards egocentric sentiment analysis
E Talavera, P Radeva, N Petkov
Computer Aided Systems Theory–EUROCAST 2017: 16th International Conference …, 2018
High-level context representation for emotion recognition in images
W de Lima Costa, E Talavera, LS Figueiredo, V Teichrieb
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
Towards egocentric person re-identification and social pattern analysis
E Talavera, A Cola, N Petkov, P Radeva
Applications of Intelligent Systems, 203-211, 2018
A field-based recommender system for crop disease detection using machine learning
J Omara, E Talavera, D Otim, D Turcza, E Ofumbi, G Owomugisha
Frontiers in Artificial Intelligence 6, 1010804, 2023
Towards Eating Habits Discovery in Egocentric Photo-Streams
A Matei, A Glavan, P Radeva, E Talavera
IEEE Access 9, 17495-17506, 2021
Serious games application for memory training using egocentric images
G Oliveira-Barra, M Bolanos, E Talavera, A Duenas, O Gelonch, ...
New Trends in Image Analysis and Processing–ICIAP 2017: ICIAP International …, 2017
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