Tag: tracking
- 3D Gaussian Splatting for Real-Time Radiance Field Rendering (24 Aug 2023)
This is my reading note on 3D Gaussian Splatting for Real-Time Radiance Field Rendering(best paper of SIGGRAPH 2023) and its extension Dynamic 3D Gaussians: Tracking by Persistent Dynamic View Synthesis, which enables it to track dynamic objects/scenes.
- 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.
- Segment Anything Meets Point Tracking (07 Jul 2023)
This is my reading note for Segment Anything Meets Point Tracking. This paper combines SAM with point tracker to perform object segment and tracking in video. To to that it use point tracker to track points through the frames.for points of each frame SAM generate masks from the points promote. After every 8 frames, new points will be sampled from the mask.for best performance, 8 positive points and l negative points is recommended.
- Face and Body Paper (Oral) in CVPR 2019 (13 Jun 2019)
- Single Object Tracking (08 May 2019)
