https://estefaniatalavera.github.io/
Expertise
Computer Science
- Models
- Wearable Camera
- User
- Events
- Detection
- Convolutional Neural Network
- Deep Learning
- Sentiment Analysis
Organisations
Publications
2025
Artificial Intelligence in Eating Disorder Treatment: A Qualitative Analysis of Clinical Opportunities, Barriers, and Ethical Considerations From MultiâDisciplinary Focus Groups (2025)International Journal of Eating Disorders (E-pub ahead of print/First online). Maas, J., Franssen, S., Petkovic, M., Cardona Cano, S., Dingemans, A. E., van Oosterzee, A. M., Slof‐Op ’t Landt, M. C. T., Talavera Martínez, E., Vreeswijk, C. M. J. M. & Simeunovic‐Ostojic, M.https://doi.org/10.1002/eat.24579DADO: A Depth-Attention Framework for Object Discovery (2025)In Computer Analysis of Images and Patterns: 21st International Conference, CAIP 2025, Las Palmas de Gran Canaria, Spain, September 22â25, 2025, Proceedings, Part II (pp. 281-291) ( Lecture Notes in Computer Science; Vol. 15622). Springer (E-pub ahead of print/First online). Gonzalez, F., Talavera, E. & Radeva, P.https://doi.org/10.1007/978-3-032-05060-1_24Vision on the Move: Automated Hazardous Material Plate Detection in Freight Transport (2025)In Computer Analysis of Images and Patterns: 21st International Conference, CAIP 2025, Proceedings (pp. 259-270) (Lecture Notes in Computer Science; Vol. 15621). Springer (E-pub ahead of print/First online). Tijink, M., Levendeev, S., Nieuwenhuis, E., Spreeuwers, L., Strisciuglio, N. & Talavera, E.https://doi.org/10.1007/978-3-032-04968-1_22Crime scene classification from skeletal trajectory analysis in surveillance settings (2025)Engineering applications of artificial intelligence, 141. Article 109800. Matei, A. D., Talavera, E. & Aghaei, M.https://doi.org/10.1016/j.engappai.2024.109800
2024
From Data to Decisions: How Artificial Intelligence Is Revolutionizing Clinical Prediction Models in Plastic Surgery (2024)Plastic and reconstructive surgery, 154(6), 1341-1352. Kooi, K., Talavera, E., Freundt, L., Oflazoglu, K., Ritt, M. J. P. F., Eberlin, K. R., Selles, R. W., Clemens, M. W. & Rakhorst, H. A.https://doi.org/10.1097/PRS.0000000000011266CAST: Clustering self-Attention using Surrogate Tokens for efficient transformers (2024)Pattern recognition letters, 186, 30-36. van Engelenhoven, A., Strisciuglio, N. & Talavera, E.https://doi.org/10.1016/j.patrec.2024.08.024ST-Gait++: Leveraging spatio-temporal convolutions for gait-based emotion recognition on videos (2024)In 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (pp. 302-310) (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops). IEEE. Lima, M. L., De Lima Costa, W., Martínez, E. T. & Teichrieb, V.https://doi.org/10.1109/CVPRW63382.2024.00035Body-part Tubelet Transformer for Human-Related Crime Classification (2024)In 2024 IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS). IEEE. Joseph, A. M., Ullah, F. U. M. & Talavera, E.https://doi.org/10.1109/AVSS61716.2024.10672609Dual Deep Learning Network for Abnormal Action Detection (2024)In 2024 IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS). IEEE. Ullah, F. U. M., Khan, Z. A., Baik, S. W., Talavera, E., Anwar, S. & Muhammad, K.https://doi.org/10.1109/AVSS61716.2024.10672568Indoor scene recognition from images under visual corruptions (2024)[Working paper › Preprint]. de Lima Costa, W., Ismayilov, R., Strisciuglio, N. & Martinez, E. T.https://doi.org/10.48550/arXiv.2408.13029
Research profiles
Affiliated study programs
Courses academic year 2025/2026
Courses in the current academic year are added at the moment they are finalised in the Osiris system. Therefore it is possible that the list is not yet complete for the whole academic year.
Courses academic year 2024/2025
Address
University of Twente
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Hallenweg 19
7522 NH Enschede
Netherlands
University of Twente
Zilverling 4098
P.O. Box 217
7500 AE Enschede
Netherlands
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