- OmnimatteRF Robust Omnimatte with 3D Background Modeling (17 Sep 2023)
This is my reading note on OmnimatteRF: Robust Omnimatte with 3D Background Modeling. The paper proposes a method for video matting. It models the background as a 3D nerf and each foreground object as 2D image
- ProPainter Improving Propagation and Transformer for Video Inpainting (10 Aug 2023)
This is my reading note for ProPainter: Improving Propagation and Transformer for Video Inpainting. This paper proposes a video inpainting method which remove object from video while reserving spatial temporal consistency. The paper is based on flow based transformer. Two contributions are made, 1) the consistency to improve flow performance which is applied to both image and feature; 2) reduce the # of tokens of than Horner both spatially and temporally.