2026
Nuclear Diffusion Models for Low-Rank Background Suppression in Videos
ICASSP 2026oral
Video sequences often contain structured noise and background artifacts that obscure dynamic content, posing challenges for accurate analysis and restoration. Robust principal component methods address this by decomposing data into low-rank and sparse components. Still, the sparsity assumption often…