46 citations · 145 across the 8 of their papers we have counts for
12 papers · 1 filter
Event Transformer+. A multi-purpose solution for efficient event data processing
Alberto Sabater, Luis Montesano, Ana C. Murillo
Event cameras record sparse illumination changes with high temporal resolution and high dynamic range. Thanks to their sparse recording and low consumption, they are increasingly u…
Event Transformer. A sparse-aware solution for efficient event data processing
Alberto Sabater, Luis Montesano, Ana C. Murillo
Event cameras are sensors of great interest for many applications that run in low-resource and challenging environments. They log sparse illumination changes with high temporal res…
Semi-Supervised Semantic Segmentation with Pixel-Level Contrastive Learning from a Class-wise Memory Bank
Inigo Alonso, Alberto Sabater, David Ferstl +2
This work presents a novel approach for semi-supervised semantic segmentation. The key element of this approach is our contrastive learning module that enforces the segmentation ne…
Domain and View-point Agnostic Hand Action Recognition
Alberto Sabater, Iñigo Alonso, Luis Montesano +1
Hand action recognition is a special case of action recognition with applications in human-robot interaction, virtual reality or life-logging systems. Building action classifiers a…
One-shot action recognition in challenging therapy scenarios
Alberto Sabater, Laura Santos, Jose Santos-Victor +3
One-shot action recognition aims to recognize new action categories from a single reference example, typically referred to as the anchor example. This work presents a novel approac…
Domain Adaptation in LiDAR Semantic Segmentation by Aligning Class Distributions
Inigo Alonso, Luis Riazuelo, Luis Montesano +1
LiDAR semantic segmentation provides 3D semantic information about the environment, an essential cue for intelligent systems during their decision making processes. Deep neural net…