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Moving Object Tracking Techniques: A Critical Review

Keywords: Moving Object Tracking , Object extraction , Object recognition , Occlusion , Daubechies Complex Wavelet Transform (CxWT) , Dual-Tree Complex Wavelet Transform (CxWT).

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Abstract:

Moving Object Tracking is one of the challenging problems in the field of computer vision, surveillance, traffic monitoring, video compression etc. The goal of object tracking is to locate a moving object in consecutive video frames. Normally a video tracking system combines three stages of data treating; object extraction, objectrecognition & tracking, and decisions about activities. This paper presents a critical review of various video object tracking techniques like point tracking, kernel tracking and Silhouette tracking algorithms. Comparison of all the techniques concludes the better approach for its future research.

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