Offline automatic actor tracking in a movie

Chih Yang Lin, Hong Xia Xie, Shang Ming Wang, Pin Ming Su, Wen Thong Chang

研究成果: 書貢獻/報告類型會議論文篇章同行評審

摘要

Automatic extraction and tracking of actors in a movie presents a novel and challenging issue in the field of image and video processing. This paper presents a system that can efficiently track each actor in a movie and extract the scenes that feature a specific actor. The method's facial detection and recognition are based on Haar-like features and Eigenface for SVM, while the actor tracking proposes a novel approach using a B-A-P frame structure. We also modified the Camshift method to enhance tracking performance. Experimental results show that the proposed system can accurately detect and track actors and efficiently solve for the problem of object occlusion.

原文???core.languages.en_GB???
主出版物標題2017 International Conference on Image and Vision Computing New Zealand, IVCNZ 2017
發行者IEEE Computer Society
頁面1-5
頁數5
ISBN(電子)9781538642764
DOIs
出版狀態已出版 - 2 7月 2017
事件2017 International Conference on Image and Vision Computing New Zealand, IVCNZ 2017 - Christchurch, New Zealand
持續時間: 4 12月 20176 12月 2017

出版系列

名字International Conference Image and Vision Computing New Zealand
2017-December
ISSN(列印)2151-2191
ISSN(電子)2151-2205

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???event.eventtypes.event.conference???2017 International Conference on Image and Vision Computing New Zealand, IVCNZ 2017
國家/地區New Zealand
城市Christchurch
期間4/12/176/12/17

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