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ID 19956
JaLCDOI
Sort Key
4
フルテキストURL
著者
金谷 健一 Department of Computer Science Okayama University Kaken ID publons researchmap
Sugaya Yasuyuki Department of Information and Computer Sciences Toyohashi University of Technology
抄録
We present an improved version of the MSL method of Sugaya and Kanatani for multibody motion segmentation. We replace their initial segmentation based on heuristic clustering by an analytical computation based on GPCA, fitting two 2-D affine spaces in 3-D by the Taubin method. This initial segmentation alone can segment most of the motions in natural scenes fairly correctly, and the result is successively optimized by the EM algorithm in 3-D, 5-D, and 7-D. Using simulated and real videos, we demonstrate that our method outperforms the previous MSL and other existing methods. We also illustrate its mechanism by our visualization technique.
出版物タイトル
Memoirs of the Faculty of Engineering, Okayama University
発行日
2010-01
44巻
出版者
Faculty of Engineering, Okayama University
出版者(別表記)
岡山大学工学部
開始ページ
24
終了ページ
31
ISSN
1349-6115
NCID
AA12014085
資料タイプ
紀要論文
OAI-PMH Set
岡山大学
言語
English
論文のバージョン
publisher
NAID
Eprints Journal Name
mfe