Dr. E. Talavera Martínez MSc | People Pages: Find employees & contact details

https://estefaniatalavera.github.io/

Expertise

Computer Science
- Models
- Wearable Camera
- User
- Events
- Detection
- Convolutional Neural Network
- Deep Learning
- Sentiment Analysis

Organisations

Publications

2026

Artificial Intelligence in Eating Disorder Treatment: A Qualitative Analysis of Clinical Opportunities, Barriers, and Ethical Considerations From Multi‐Disciplinary Focus Groups (2026)International Journal of Eating Disorders, 59(2), 299-310. 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 (2026)In Computer Analysis of Images and Patterns: 21st International Conference, CAIP 2025, Las Palmas de Gran Canaria, Spain, September 22–25, 2025, Proceedings, Part II (pp. 281-291) ( Lecture Notes in Computer Science; Vol. 15622). Springer. Gonzalez, F., Talavera, E. & Radeva, P.https://doi.org/10.1007/978-3-032-05060-1_24

2025

Vision 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. Tijink, M., Levendeev, S., Nieuwenhuis, E., Spreeuwers, L., Strisciuglio, N. & Talavera, E.https://doi.org/10.1007/978-3-032-04968-1_22Emotions in LatAm: A New Dataset and Benchmark for Emotion Recognition in Latin America (2025)In Proceedings - 2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2025 (pp. 41-47) (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops). IEEE. Kumar, P. K., De Lima Costa, W., Nogueira Ferraz E Oliveira, R., Teichrieb, V. & Talavera Martinez, E.https://doi.org/10.1109/CVPRW67362.2025.00009Crime 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.2024.109800Multi-Crop Disease Detection in Computer Vision for Resource-Constrained Farms: A Review (2025)IEEE Access, 13, 217265-217284. Nalwanga, R., Spreeuwers, L., Talavera, E. & Owomugisha, G.https://doi.org/10.1109/ACCESS.2025.3647114

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/AVSS61716.2024.10672609

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

Zilverling (building no. 11), room 4098
Hallenweg 19
7522 NH Enschede
Netherlands

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