Motion Segmentation Based on Edge Detection

In order to overcome the occlusion problem in motion segmentation, we propose a new motion segmentation method based on edge detection. In this method, we use the Canny edge detection method to segment one frame in an image sequence, and then, a motion segmentation method based on pattern recognitio...

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Bibliographic Details
Published inProcedia engineering Vol. 29; pp. 74 - 78
Main Authors Xiang, Long, Xiaoqing, Wu
Format Journal Article
LanguageEnglish
Published Elsevier Ltd 2012
Subjects
background edge removal
Canny operator
motion parameter
motion segmentation
pattern recognation
Canny operator
motion segmentation
pattern recognation
motion parameter
background edge removal
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Summary:In order to overcome the occlusion problem in motion segmentation, we propose a new motion segmentation method based on edge detection. In this method, we use the Canny edge detection method to segment one frame in an image sequence, and then, a motion segmentation method based on pattern recognition is used to remove the background edge in Canny segmentation result. At last, some MPEG4 test sequences are used to test our algorithm.
ISSN:1877-7058
1877-7058
DOI:10.1016/j.proeng.2011.12.671