2 papers
cs.CV2026
Single-Stage Signal Attenuation Diffusion Model for Low-Light Image Enhancement and Denoising
Ying Liu, Junchao Zhang, Caiyun Wu
Diffusion models excel at image restoration via probabilistic modeling of forward noise addition and reverse denoising, and their ability to handle complex noise while preserving f…
cs.CV2026
PolarAPP: Beyond Polarization Demosaicking for Polarimetric Applications
Yidong Luo, Chenggong Li, Yunfeng Song +4
Polarimetric imaging enables advanced vision applications such as normal estimation and de-reflection by capturing unique surface-material interactions. However, existing applicati…