Robust multiple targets tracking using object segmentation and trajectory estimation in video
學年 94
學期 1
出版（發表）日期 2005-10-01
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 簡丞志; Chien, Cheng-chih
單位 淡江大學電機工程學系
出版者
著錄名稱、卷期、頁數 Engineering Village 2, p.1080-1085
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 Robustness;Target tracking;Object segmentation;Trajectory;Partitioning algorithms;Morphology;Merging;Object detection;Motion detection;Detectors
語言 en
ISSN 1062-922X
期刊性質 國外
收錄於
產學合作
通訊作者
審稿制度 否
國別 GBR
公開徵稿
出版型式 ,電子版
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