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  • 标题:Apply GPCA to Motion Segmentation
  • 本地全文:下载
  • 作者:Hongchuan Yu ; Jian Jun Zhang
  • 期刊名称:Journal of Intelligent Learning Systems and Applications
  • 印刷版ISSN:2150-8402
  • 电子版ISSN:2150-8410
  • 出版年度:2011
  • 卷号:3
  • 期号:1
  • 页码:45-54
  • DOI:10.4236/jilsa.2011.31006
  • 出版社:Scientific Research Publishing
  • 摘要:In this paper, we present a motion segmentation approach based on the subspace segmentation technique, the genera-lized PCA. By incorporating the cues from the neighborhood of intensity edges of images, motion segmentation is solved under an algebra framework. Our main contribution is to propose a post-processing procedure, which can detect the boundaries of motion layers and further determine the layer ordering. Test results on real imagery have confirmed the validity of our method.
  • 关键词:Generalized PCA; Motion Segmentation; Layer Ordering
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