Álvaro García‐Martín

Universidad Autónoma de Madrid — Spain

Computer Science · Physical Sciences

14h-index3.5kcitations62works1.72yr avg
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Research Topics

Video Surveillance and Tracking Methods(35), Human Pose and Action Recognition(17), Advanced Neural Network Applications(13), Anomaly Detection Techniques and Applications(11), Advanced Image and Video Retrieval Techniques(9)

Publications62 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
Urban Elements Reid Challenge 2025
2025
A Data-Centric Approach to Pedestrian Attribute Recognition: Synthetic Augmentation via Prompt-driven Diffusion Models
arXiv (Cornell University)·2025Open Access
A Data-Centric Approach to Pedestrian Attribute Recognition: Synthetic Augmentation via Prompt-Driven Diffusion Models
2025
A Review on Deep Learning Methods for Glioma Segmentation, Limitations, and Future Perspectives
Journal of Imaging·2025· 5 citedOpen Access
Unsupervised Class Generation to Expand Semantic Segmentation Datasets
Journal of Imaging·2025· 1 citedOpen Access
Transforming urban waste collection inventory: AI-Based container classification and Re-Identification
Waste Management·2025· 3 citedOpen Access
GBT-SAM: A Parameter-Efficient Depth-Aware Model for Generalizable Brain tumour Segmentation on mp-MRI
arXiv (Cornell University)·2025Open Access
Unsupervised Class Generation to Expand Semantic Segmentation Datasets
arXiv (Cornell University)·2025Open Access
Leveraging Contrastive Learning for Semantic Segmentation with Consistent Labels Across Varying Appearances
arXiv (Cornell University)·2024Open Access
Synthmanticlidar: A Synthetic Dataset For Semantic Segmentation On Lidar Imaging
2024· 2 citedOpen Access
Long-Term Geo-Positioned Re-Identification Dataset of Urban Elements
2024· 6 citedOpen Access
Improved transferability of self-supervised learning models through batch normalization finetuning
Applied Intelligence·2024· 5 cited
An image-processing toolkit for remote photoplethysmography
Multimedia Tools and Applications·2024· 1 citedOpen 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
The Visual Object Tracking VOT2015 challenge results
Cambridge University Engineering Department Publications Database·2024· 1 citedOpen Access
Self-supervised Monocular Depth Estimation on Unseen Synthetic Cameras
Lecture notes in computer science·2023
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Frequent Co-authors

José M. Martínez(27), Jesús Bescós(14), Juan C. SanMiguel(9), Matej Kristan(8), Aleš Leonardis(8), Jiřı́ Matas(8), Michael Felsberg(8), Roman Pflugfelder(8), Luka Čehovin Zajc(8), Alan Lukežič(8), Gustavo J. Fernández(8), Tomáš Vojíř(7), Luca Bertinetto(7), Martin Danelljan(7), Paula Moral(7), G Hager(6), Alfredo Petrosino(6), Fahad Shahbaz Khan(6), Ondřej Mikšík(6), Rafael Martín-Nieto(6)