Jing-Yuan Xia

Statistical Degradation State Modeling for Mask-Free Shadow Removal.

Shadow removal is fundamentally an ill-posed physical inverse problem, often complicated by continuous photometric gradients (penumbras) and their complex entanglement with high-frequency background textures. Existing paradigms, relying either on explicit spatial masks or implicit semantic priors from massive vision mo...