Jesús Bescós

Universidad Autónoma de Madrid — Spain

Computer Science · Physical Sciences

15h-index1.1kcitations88works1.62yr avg
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Research Topics

Video Analysis and Summarization(24), Advanced Image and Video Retrieval Techniques(21), Video Surveillance and Tracking Methods(17), Advanced Vision and Imaging(16), Advanced Neural Network Applications(12)

Publications88 total

MIRAGE: Retrieval and Generation of Multimodal Images and Texts for Medical Education
Lecture notes in computer science·2026
Multi-modal Brain MRI Synthesis with nnU-Net: Exploring Segmentation Performance and Cross-Modality Relationships
Lecture notes in computer science·2025
A Review on Deep Learning Methods for Glioma Segmentation, Limitations, and Future Perspectives
Journal of Imaging·2025· 5 citedOpen Access
Gradient-based class weighting for unsupervised domain adaptation in dense prediction visual tasks
Pattern Recognition·2025· 2 citedOpen Access
GBT-SAM: A Parameter-Efficient Depth-Aware Model for Generalizable Brain tumour Segmentation on mp-MRI
arXiv (Cornell University)·2025Open Access
VLMs meet UDA: Boosting Transferability of Open Vocabulary Segmentation with Unsupervised Domain Adaptation
arXiv (Cornell University)·2024Open Access
Gradient-based Class Weighting for Unsupervised Domain Adaptation in Dense Prediction Visual Tasks
arXiv (Cornell University)·2024Open Access
How SAM Perceives Different mp-MRI Brain Tumor Domains?
2024· 4 cited
SPIN: Spacecraft Imagery for Navigation
arXiv (Cornell University)·2024Open Access
Test-Time Adaptation for Keypoint-Based Spacecraft Pose Estimation Based on Predicted-View Synthesis
IEEE Transactions on Aerospace and Electronic Systems·2024· 5 citedOpen Access
Self-supervised Monocular Depth Estimation on Unseen Synthetic Cameras
Lecture notes in computer science·2023
Spacecraft Pose Estimation: Robust 2-D and 3-D Structural Losses and Unsupervised Domain Adaptation by Intermodel Consensus
IEEE Transactions on Aerospace and Electronic Systems·2023· 16 citedOpen Access
Enhancing vehicle re-identification via synthetic training datasets and re-ranking based on video-clips information
Multimedia Tools and Applications·2023· 4 citedOpen Access
Attention-Based Knowledge Distillation in Scene Recognition: The Impact of a DCT-Driven Loss
IEEE Transactions on Circuits and Systems for Video Technology·2023· 19 citedOpen Access
List of contributors
Elsevier eBooks·2023
Spacecraft Pose Estimation Based on Unsupervised Domain Adaptation and on a 3D-Guided Loss Combination
Lecture notes in computer science·2023· 13 citedOpen Access
Characterizing a scene recognition model by identifying the effect of input features via semantic-wise attribution
Elsevier eBooks·2023
Spacecraft Pose Estimation Based on Unsupervised Domain Adaptation and on a 3D-Guided Loss Combination
arXiv (Cornell University)·2022· 4 citedOpen Access
Exploiting semantic segmentation to boost reinforcement learning in video game environments
Multimedia Tools and Applications·2022· 4 citedOpen Access
Towards automatic waste containers management in cities via computer vision: containers localization and geo-positioning in city maps
Waste Management·2022· 23 citedOpen Access
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Frequent Co-authors

José M. Martínez(21), Marcos Escudero-Viñolo(16), Álvaro García‐Martín(13), Guillermo Cisneros(10), José Manuel Menéndez(8), Alejandro López-Cifuentes(5), Julián Cabrera(5), Juan C. SanMiguel(4), Juan Ignacio Bravo Pérez-Villar(4), Javier Molina(3), Fabrizio Tiburzi(3), Santiago Tello-Mijares(3), Fabricio Tiburzi(3), Luis Herranz(3), Ning Wang(2), Fulgencio Navarro(2), Pablo Carballeira(2), Paula Moral(2), Álvaro García(2), Francisco Flores(2)