Shuchang Xu

Improving Reference-Based Image Colorization For Line Arts Via Feature Aggregation And Contrastive Learning

The tremendous semantic discrepancy between the line art drawings without texture and the reference pictures containing rich color challenges current image-to-image translation models. Previous works attempt to establish cross-domain correspondence. However, they fail to capture more detailed featur…