2 papers
cs.CV2025
Physics Informed Capsule Enhanced Variational AutoEncoder for Underwater Image Enhancement
Niki Martinel, Rita Pucci
We present a novel dual-stream architecture that achieves state-of-the-art underwater image enhancement by explicitly integrating the Jaffe-McGlamery physical model with capsule cl…
cs.CV2024
CE-VAE: Capsule Enhanced Variational AutoEncoder for Underwater Image Enhancement
Rita Pucci, Niki Martinel
Unmanned underwater image analysis for marine monitoring faces two key challenges: (i) degraded image quality due to light attenuation and (ii) hardware storage constraints limitin…