教師資料查詢 | 類別: 會議論文 | 教師: 簡丞志 CHENG-CHIH CHIEN (瀏覽個人網頁)

標題:Robust Multiple Targets Tracking Using Object Segmentation and Trajectory Estimation in Video
學年94
學期1
發表日期2005/10/10
作品名稱Robust Multiple Targets Tracking Using Object Segmentation and Trajectory Estimation in Video
作品名稱(其他語言)
著者Hsiao, Ying-Tung; Chuang, Cheng-Long; Jiang, Joe-Air; Chien, Cheng-Chih
作品所屬單位淡江大學電機工程學系
出版者N.Y.: IEEE (Institute of Electrical and Electronic Engineers)
會議名稱Systems, Man and Cybernetics, 2005 IEEE International Conference on
會議地點Waikoloa, United States
摘要In this paper, a novel robust unsupervised video object tracking algorithm is proposed. The proposed algorithm combines several techniques: mathematical morphology, region growing, region merging, and trajectory estimation, for tracking several predetermined video objects, simultaneously. A modified mathematical morphological edge detector was employed to sketch the contour of the video frame; and an edge-based object segmentation algorithm was applied to the contour for partitioning the predetermined objects; moreover, according to the motion of the objects, the proposed algorithm can estimate and partition the objects in following video frames, automatically. The proposed algorithm is also robustness against mobile cameras. The experimental results show that the proposed algorithm can precisely partition and track multiple video objects
關鍵字
語言英文
收錄於
會議性質國際
校內研討會地點
研討會時間
通訊作者
國別美國
公開徵稿
出版型式
出處Systems, Man and Cybernetics, 2005 IEEE International Conference on, Hawaii, USA, pp.1080-1085
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