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dr. E. Talavera Martínez MSc (Estefanía)

Assistant Professor

About Me

https://estefaniatalavera.github.io/

Expertise

Engineering & Materials Science
Cameras
Convolutional Neural Networks
Data Storage Equipment
Deep Learning
Semantics
Sentiment Analysis
Mathematics
Video Surveillance
Vision

Publications

Recent
Boekhoudt, K. , & Talavera, E. (2022). Spatial-Temporal Transformer for Crime Recognition in Surveillance Videos. In AVSS 2022 - 18th IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS 2022 - 18th IEEE International Conference on Advanced Video and Signal-Based Surveillance). IEEE. https://doi.org/10.1109/AVSS56176.2022.9959414
Boekhoudt, K., Matei, A., Aghaei, M. , & Talavera, E. (2021). HR-Crime: Human-Related Anomaly Detection in Surveillance Videos. In N. Tsapatsoulis, A. Panayides, T. Theocharides, A. Lanitis, A. Lanitis, C. Pattichis, C. Pattichis, & M. Vento (Eds.), Computer Analysis of Images and Patterns - 19th International Conference, CAIP 2021, Proceedings (pp. 164-174). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 13053 LNCS). Springer. https://doi.org/10.1007/978-3-030-89131-2_15
Cartas, A. , Talavera, E., Radeva, P., & Dimiccoli, M. (2021). Understanding Event Boundaries for Egocentric Activity Recognition from Photo-Streams. In Pattern Recognition. ICPR International Workshops and Challenges: Virtual Event, January 10–15, 2021, Proceedings, Part III (pp. 334-347). (Lecture notes in computer science; Vol. 12663). https://doi.org/10.1007/978-3-030-68796-0_24
Matei, A., Glavan, A., Radeva, P. , & Talavera, E. (2021). Towards Eating Habits Discovery in Egocentric Photo-Streams. IEEE Access, 9, 17495-17506. [9328814]. https://doi.org/10.1109/ACCESS.2021.3053175
Wang, X. , Talavera, E., Karastoyanova, D., & Azzopardi, G. (2021). Fall Detection and Recognition from Egocentric Visual Data: A Case Study. In A. Del Bimbo, R. Cucchiara, S. Sclaroff, G. M. Farinella, T. Mei, M. Bertini, H. J. Escalante, & R. Vezzani (Eds.), Pattern Recognition. ICPR International Workshops and Challenges: Virtual Event, January 10–15, 2021, Proceedings (pp. 431-443). (Lecture Notes in Computer Science; Vol. 12661). Springer. https://doi.org/10.1007/978-3-030-68763-2_33
Talavera, E., Petkov, N., & Radeva, P. (2020). Egocentric vision for lifestyle understanding. In Wearable Sensors: Fundamentals, Implementation and Applications (pp. 415-433). Elsevier. https://doi.org/10.1016/B978-0-12-819246-7.00015-2

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Contact Details

Visiting Address

University of Twente
Drienerlolaan 5
7522 NB Enschede
The Netherlands

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Mailing Address

University of Twente
P.O. Box 217
7500 AE Enschede
The Netherlands

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