2 papers
cs.CV2025
Detection of Bark Beetle Attacks using Hyperspectral PRISMA Data and Few-Shot Learning
Mattia Ferrari, Giancarlo Papitto, Giorgio Deligios +1
Bark beetle infestations represent a serious challenge for maintaining the health of coniferous forests. This paper proposes a few-shot learning approach leveraging contrastive lea…
cs.CV2025
Hyperspectral data augmentation with transformer-based diffusion models
Mattia Ferrari, Lorenzo Bruzzone
The introduction of new generation hyperspectral satellite sensors, combined with advancements in deep learning methodologies, has significantly enhanced the ability to discriminat…