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.2024.08.024ST-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/AVSS61716.2024.10672568

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.2023.1010804

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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