Motion-based segmentation of objects using overlapping temporal windows

作者:

Highlights:

• We divide a video sequence on overlapping subsequences.

• On each subsequence we perform over-segmentation, handling efficiently asynchronous trajectories.

• The number of moving objects is automatically estimated.

• The segmentation results are aggregated into a final segmentation.

• Our method is tested on the Berkeley motion segmentation benchmark.

摘要

•We divide a video sequence on overlapping subsequences.•On each subsequence we perform over-segmentation, handling efficiently asynchronous trajectories.•The number of moving objects is automatically estimated.•The segmentation results are aggregated into a final segmentation.•Our method is tested on the Berkeley motion segmentation benchmark.

论文关键词:Motion segmentation,Overlapping windows,Ranking,Local subspaces

论文评审过程:Received 30 November 2012, Revised 27 April 2013, Accepted 4 June 2013, Available online 14 June 2013.

论文官网地址:https://doi.org/10.1016/j.imavis.2013.06.005