Incorporating higher order models for occlusion resilient motion segmentation in streaming videos
作者：
Highlights：
• Each video is divided in sub-sequences.
• Motion models are extracted for each video sub-sequence.
• The model error distribution and the model ranking for each trajectory are used to correlate different trajectories.
• Occlusions cause segmentation leakages when sub-sequences are merged.
• To avoid this effect we model segmentation as a graph coloring problem.
摘要
•Each video is divided in sub-sequences.•Motion models are extracted for each video sub-sequence.•The model error distribution and the model ranking for each trajectory are used to correlate different trajectories.•Occlusions cause segmentation leakages when sub-sequences are merged.•To avoid this effect we model segmentation as a graph coloring problem.
论文关键词：Motion segmentation,Trajectories,Occlusion,Object leakage,Graph coloring
论文评审过程：Received 26 February 2014, Revised 21 December 2014, Accepted 7 January 2015, Available online 20 February 2015.
论文官网地址：https://doi.org/10.1016/j.imavis.2015.01.005
