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