Víctor Gutiérrez García

Email: v.ggarcia [at] upm [dot] es

PhD student in the Signal Processing Applications Group (GAPS-UPM) advised by Dr. José Luis Blanco Murillo. Currently, I am working on efficient unsupervised image segmentation algorithms.

I obtained my MSc in Signal Processing and Machine Learning (2025) and BSc in Telecommunications Engineering (2024) from UPM. Before starting my PhD, I worked as a researcher on the DigiEcoQuarry project, estimating stockpile volumes from video footage. Earlier, I worked at Advanced Radar Technologies as a Software Engineer, developing radar tracking algorithms and simulations.

Cv / GitHub

• Sam2-based tool adapted for annotation of large videos without OOM

I'm interested in computer vision, especially in designing efficient networks for image/video segmentation, representation and manifold learnign, among others.

A weakly supervised spectral segmentation method that injects a few annotated tokens into a token–affinity graph to bias normalized-cut clustering for stable, controllable object masks.

Benchmarking assisted annotation workflows using fine-tuned vision-language model for video.

This website takes Joe Barron's template with modifications from Yangtao Wang.

Last update: Feb 2026