DDSR-Net: Direct Document Shadow Removal Leveraging Multi-scale Attention

An end-to-end direct document shadow removal network (DDSR-Net), where a 3-layer UNet++ as the backbone to extract features from diverse scales and integrates the multi-scale attention (MSA) blocks into each node to improve the performance of DDSR-Net.