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Video target tracking based on mean shift algorithm with Kalman filter | IEEE Conference Publication | IEEE Xplore

Video target tracking based on mean shift algorithm with Kalman filter


Abstract:

The mean shift based object tracking algorithm has been successfully applied in visual tracking due to its real-timeliness and robustness. The key module is mean shift it...Show More

Abstract:

The mean shift based object tracking algorithm has been successfully applied in visual tracking due to its real-timeliness and robustness. The key module is mean shift iterations and it eventually converges to the object position in the current frame. In this paper, we prove its efficiency by experiments and discuss its weakness. An improved algorithm combining Kalman filter with mean shift is presented, aiming at basic mean shift algorithm fails to track fast-moving object.
Date of Conference: 19-21 August 2014
Date Added to IEEE Xplore: 06 December 2014
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ISSN Information:

Conference Location: Xiamen, China

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