Zilverling

dr. E. Talavera Martínez MSc (Estefanía)

Assistant Professor
EEMCS-CS-DMB
Zilverling 4098
e.talaveramartinez@utwente.nl
+31534892577
Business card

https://estefaniatalavera.github.io/

Expertise

  • Computer Science

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

Organisations

Publications

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/AVSS61716.2024.10672568

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/10.1051/0004-6361/202244708

Research profiles

Affiliated study programs

Courses academic year 2024/2025

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 2023/2024

Address

University of Twente

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

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