https://estefaniatalavera.github.io/

Expertise

  • Computer Science

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

Organisations

Publications

2023
Fall Detection with a Nonintrusive and First-Person Vision ApproachIEEE 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-streamsPervasive 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 protocolData 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 ApplicabilityApplied 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 learningAstronomy & astrophysics, 670, Article A55. Barkai, J. A., Verheijen, M. A. W., Talavera, E. & Wilkinson, M. H. F.https://doi.org/10.1051/0004-6361/202244708Fall Detection with Event-Based Data: A Case StudyIn Computer Analysis of Images and Patterns: 20th International Conference, CAIP 2023, Limassol, Cyprus, September 25–28, 2023, Proceedings, Part II (pp. 33-42). Springer. Wang, X., Risi, N., Talavera, E., Chicca, E., Karastoyanova, D. & Azzopardi, G.https://doi.org/10.1007/978-3-031-44240-7_4A field-based recommender system for crop disease detection using machine learningFrontiers in Artificial Intelligence, 6, Article 1010804. Omara, J., Talavera, E., Otim, D., Turcza, D., Ofumbi, E. & Owomugisha, G.https://doi.org/10.3389/frai.2023.1010804High-level context representation for emotion recognition in imagesIn 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2023 (pp. 326-334). 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 VideosIn AVSS 2022 - 18th IEEE International Conference on Advanced Video and Signal-Based Surveillance. IEEE. Boekhoudt, K. & Talavera, E.https://doi.org/10.1109/AVSS56176.2022.9959414InstaIndoor and multi-modal deep learning for indoor scene recognitionNeural Computing and Applications, 34, 6861-6877. Glavan, A. & Talavera, E.https://doi.org/10.1007/s00521-021-06781-2

Research profiles

Affiliated study programs

Courses academic year 2023/2024

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 2022/2023

Organisations

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