dr. E. Talavera Martínez MSc (Estefanía)

Engineering & Materials Science

# Cameras
# Convolutional Neural Networks
# Data Storage Equipment
# Deep Learning
# Semantics
# Sentiment Analysis

Mathematics

# Video Surveillance
# Vision

Faculty of Electrical Engineering, Mathematics and Computer Science (EEMCS), Datamanagement & Biometrics (DMB)

De Lima Costa, W. , Talavera Martínez, E., Figueiredo, L. S., & Teichrieb, V. (2023). High-level context representation for emotion recognition in images. 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. https://doi.org/10.1109/CVPRW59228.2023.00038

Menchón, M. , Talavera, E., Massa, J., & Radeva, P. (2023). Behavioural patterns discovery for lifestyle analysis from egocentric photo-streams. Pervasive and Mobile Computing, 95, Article 101846. https://doi.org/10.1016/j.pmcj.2023.101846

Omara, J. , Talavera, E., Otim, D., Turcza, D., Ofumbi, E., & Owomugisha, G. (2023). A field-based recommender system for crop disease detection using machine learning. Frontiers in Artificial Intelligence, 6, Article 1010804. https://doi.org/10.3389/frai.2023.1010804

Wang, X. , Talavera, E., Karastoyanova, D., & Azzopardi, G. (2023). Fall Detection with a Nonintrusive and First-Person Vision Approach. IEEE sensors journal, 23(22), 28304-28317. https://doi.org/10.1109/JSEN.2023.3314828

Wang, X., Risi, N. , Talavera, E., Chicca, E., Karastoyanova, D., & Azzopardi, G. (2023). Fall Detection with Event-Based Data: A Case Study. In N. Tsapatsoulis, E. Kyriacou, A. Lanitis, Z. Theodosiou, M. Pattichis, C. Pattichis, C. Kyrkou, & A. Panayides (Eds.), 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. https://doi.org/10.1007/978-3-031-44240-7_4

Owomugisha, G., Nakatumba-Nabende, J., Dhikusooka, J. J. , Talavera [Taravera], E., Nuwamanya, E., & Mwebaze, E. (2023). A labeled spectral dataset with cassava disease occurrences using virus titre determination protocol. Data in brief, 49, Article 109387. https://doi.org/10.1016/j.dib.2023.109387

Costa, W. , Talavera, E., Oliveira, R., Figueiredo, L., Teixeira, J. M., Lima, J. P., & Teichrieb, V. (2023). A Survey on Datasets for Emotion Recognition from Vision: Limitations and In-the-Wild Applicability. Applied Sciences, 13(9), Article 5697. https://doi.org/10.3390/app13095697

Barkai, J. A., Verheijen, M. A. W. , Talavera, E., & Wilkinson, M. H. F. (2023). A comparative study of source-finding techniques in HI emission line cubes using SoFiA, MTObjects, and supervised deep learning. Astronomy & astrophysics, 670, Article A55. https://doi.org/10.1051/0004-6361/202244708

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

Glavan, A. , & Talavera, E. (2022). InstaIndoor and multi-modal deep learning for indoor scene recognition. Neural Computing and Applications, 34, 6861-6877. https://doi.org/10.1007/s00521-021-06781-2

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Naar mijn profiel

Master

Computer Science

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.