2 papers
cs.CV2025
Unsupervised Class Generation to Expand Semantic Segmentation Datasets
Javier Montalvo, Ãlvaro GarcÃa-MartÃn, Pablo Carballeira +1
Semantic segmentation is a computer vision task where classification is performed at a pixel level. Due to this, the process of labeling images for semantic segmentation is time-co…
cs.CV2024
Leveraging Contrastive Learning for Semantic Segmentation with Consistent Labels Across Varying Appearances
Javier Montalvo, Roberto Alcover-Couso, Pablo Carballeira +3
This paper introduces a novel synthetic dataset that captures urban scenes under a variety of weather conditions, providing pixel-perfect, ground-truth-aligned images to facilitate…