Awesome
<div align="center">Universal Video Segmentation Methods Based on DVIS
News
- DVIS-DAQ has been accepted by ECCV 2024.
2024.7.3 - DVIS-DAQ achieves 57.1 AP on the OVIS dataset and also sets a new SOTA performance on YTVIS19/21 and VIPSeg. The code is released in this repository and DAQ-VS. The paper is available at DVIS-DAQ: Improving Video Segmentation via Dynamic Anchor Queries and the project page can be found in project page.
- DVIS and DVIS++ achieved 1st place in the VPS Track of the PVUW challenge at CVPR 2023.
2023.5.25 - DVIS and DVIS++ achieved 1st place in the VIS Track of the 5th LSVOS challenge at ICCV 2023.
2023.8.15
Citation
<div align="left">@article{zhang2023dvis,
title={DVIS: Decoupled Video Instance Segmentation Framework},
author={Zhang, Tao and Tian, Xingye and Wu, Yu and Ji, Shunping and Wang, Xuebo and Zhang, Yuan and Wan, Pengfei},
journal={arXiv preprint arXiv:2306.03413},
year={2023}
}
@article{zhang2023dvisplus,
title={DVIS++: Improved Decoupled Framework for Universal Video Segmentation},
author={Tao Zhang and Xingye Tian and Yikang Zhou and Shunping Ji and Xuebo Wang and Xin Tao and Yuan Zhang and Pengfei Wan and Zhongyuan Wang and Yu Wu},
journal={arXiv preprint arXiv:2312.13305},
year={2023},
}
@article{dvisdaq,
title={DVIS-DAQ: Improving Video Segmentation via Dynamic Anchor Queries},
author={Yikang Zhou and Tao Zhang and Shunping Ji and Shuicheng Yan and Xiangtai Li},
journal={arXiv},
year={2024},
}