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A Robust Algorithm for Tracking Non-Rigid Objects

Title
A Robust Algorithm for Tracking Non-Rigid Objects
Author
문영식
Issue Date
2002-07
Publisher
대한전자공학회
Citation
ITC-CSCC : 2002 Proceedings, page. 142-145
Abstract
In this paper, we propose a new object tracking algorithm using deformed template and Lev el-Set theory, which is robust against background variation, object flexibility and occlusion. The proposed tracking algorithm consists of two steps. The first step is an estimation of object shape and location, on the assumption that the transformation of object can be approximately modeled by the affine transform. The second step is a refinement of the object shape to fit into the real object accurately, by using the potential energy map and the modified Level Set speed function. Experimental results show that the proposed algorithm can track non-rigid objects with large variation in the backgrounds.
URI
http://www.dbpia.co.kr/journal/articleDetail?nodeId=NODE01750337?https://repository.hanyang.ac.kr/handle/20.500.11754/157549
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ETC[S] > 연구정보
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