Segmentation Guided Sparse Transformer for Under-Display Camera Image Restoration

no code implementations • 9 Mar 2024 • Jingyun Xue, Tao Wang, Jun Wang, Kaihao Zhang, Wenhan Luo, Wenqi Ren, Zikun Liu, Hyunhee Park, Xiaochun Cao

Specifically, we utilize sparse self-attention to filter out redundant information and noise, directing the model's attention to focus on the features more relevant to the degraded regions in need of reconstruction.

Image Restoration Instance Segmentation +1