Zilverling

dr. E. Talavera Martínez MSc (Estefanía)

Universitair docent
EEMCS-CS-DMB
Zilverling 4098
e.talaveramartinez@utwente.nl
+31534892577
Visitekaartje

Expertises

  • Computer Science

    • Models
    • Wearable Camera
    • User
    • Events
    • Detection
    • Convolutional Neural Network
    • Deep Learning
    • Sentiment Analysis

Organisaties

Publicaties

2024

CAST: 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.2024.08.024

2023

Fall Detection with a Nonintrusive and First-Person Vision Approach (2023)IEEE sensors journal, 23(22), 28304-28317. Wang, X., Talavera, E., Karastoyanova, D. & Azzopardi, G.https://doi.org/10.1109/JSEN.2023.3314828Behavioural patterns discovery for lifestyle analysis from egocentric photo-streams (2023)Pervasive and Mobile Computing, 95. Article 101846. Menchón, M., Talavera, E., Massa, J. & Radeva, P.https://doi.org/10.1016/j.pmcj.2023.101846A labeled spectral dataset with cassava disease occurrences using virus titre determination protocol (2023)Data in brief, 49. Article 109387. Owomugisha, G., Nakatumba-Nabende, J., Dhikusooka, J. J., Talavera [Taravera], E., Nuwamanya, E. & Mwebaze, E.https://doi.org/10.1016/j.dib.2023.109387A Survey on Datasets for Emotion Recognition from Vision: Limitations and In-the-Wild Applicability (2023)Applied Sciences, 13(9). Article 5697. Costa, W., Talavera, E., Oliveira, R., Figueiredo, L., Teixeira, J. M., Lima, J. P. & Teichrieb, V.https://doi.org/10.3390/app13095697A comparative study of source-finding techniques in HI emission line cubes using SoFiA, MTObjects, and supervised deep learning (2023)Astronomy & astrophysics, 670. Article A55. Barkai, J. A., Verheijen, M. A. W., Talavera, E. & Wilkinson, M. H. F.https://doi.org/10.1051/0004-6361/202244708A field-based recommender system for crop disease detection using machine learning (2023)Frontiers in Artificial Intelligence, 6. Article 1010804. Omara, J., Talavera, E., Otim, D., Turcza, D., Ofumbi, E. & Owomugisha, G.https://doi.org/10.3389/frai.2023.1010804Fall Detection with Event-Based Data: A Case Study (2023)In Computer Analysis of Images and Patterns: 20th International Conference, CAIP 2023, Limassol, Cyprus, September 25–28, 2023, Proceedings, Part II (pp. 33-42) (Lecture Notes in Computer Science; Vol. 14185). Springer. Wang, X., Risi, N., Talavera, E., Chicca, E., Karastoyanova, D. & Azzopardi, G.https://doi.org/10.1007/978-3-031-44240-7_4High-level context representation for emotion recognition in images (2023)In 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2023 (pp. 326-334) (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; Vol. 2023-June). IEEE. De Lima Costa, W., Talavera Martínez, E., Figueiredo, L. S. & Teichrieb, V.https://doi.org/10.1109/CVPRW59228.2023.00038

2022

Spatial-Temporal Transformer for Crime Recognition in Surveillance Videos (2022)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. Boekhoudt, K. & Talavera, E.https://doi.org/10.1109/AVSS56176.2022.9959414

Onderzoeksprofielen

Verbonden aan opleidingen

Vakken collegejaar 2024/2025

Vakken in het huidig collegejaar worden toegevoegd op het moment dat zij definitief zijn in het Osiris systeem. Daarom kan het zijn dat de lijst nog niet compleet is voor het gehele collegejaar.

Vakken collegejaar 2023/2024

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