YimingCuiCuiCui/Awesome-Video-Instance-Segmentation

A list of video instance segmentation papers, codes and datasets.

Awesome-Video-Instance-Segmentation

A list of video instance segmentation papers, codes and datasets.

Papers

• Video Instance Segmentation
  • http://arxiv.org/abs/1905.04804
  • https://github.com/youtubevos/MaskTrackRCNN [Pytorch]
• Learning a Spatio-Temporal Embedding for Video Instance Segmentation
  • https://arxiv.org/abs/1912.08969
  • https://github.com/jdc08161063/spatio-temporal-embedding [Pytorch]
• Video Instance Segmentation 2019: A winning approach for combined Detection, Segmentation, Classification and Tracking [Technical Report]
  • http://openaccess.thecvf.com/content_ICCVW_2019/papers/YouTube-VOS/Luiten_Video_Instance_Segmentation_2019_A_Winning_Approach_for_Combined_Detection_ICCVW_2019_paper.pdf
• An Empirical Study of Detection-Based Video Instance Segmentation [Technical Report]
  • http://openaccess.thecvf.com/content_ICCVW_2019/papers/YouTube-VOS/Wang_An_Empirical_Study_of_Detection-Based_Video_Instance_Segmentation_ICCVW_2019_paper.pdf
• Classifying,Segmenting,and Tracking Object Instances in Video with Mask Propagation
  • https://arxiv.org/abs/1912.04573

Datasets

• YouTube-VIS
  • https://youtube-vos.org/dataset/vis
• KITTI MOTS
  • http://www.cvlibs.net/datasets/kitti/eval_mots.php