Liqing Zhang*

COIN-Matting: Confounder Intervention for Image Matting

"Deep learning methods have significantly advanced the performance of image matting. However, dataset biases can mislead the matting models to biased behavior. In this paper, we identify the two typical biases in existing matting models, specifically contrast bias and transparency bias, and discuss…