Low-rank Matrix Optimization for Video Segmentation Research

This paper investigates how to perform robust and efficient unsupervised video segmentation while suppressing the effects of data noises and/or corruptions. The low-rank representation is pursued for video segmentation. The supervoxels affinity matrix of an observed video sequence is given, low-rank m...

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Main Authors: Huang, Caiyun (Author), Qin, Guojun (Author)
Format: EJournal Article
Published: Institute of Advanced Engineering and Science, 2017-04-01.
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