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Robust Mean Shift Tracking with Corrected Background-Weighted Histogram

by Jifeng Ning, Lei Zhang, David Zhang and Chengke Wu

 

Paper: paper

Code: matlab code

 

BWH:  original background-weighted histogram method in [1].

CBWH: proposed corrected background-weighted histogram method.

 

Experiment 1 �C Ping-Pang Ball sequence

BWH

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CBWH

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Experiment 2 �C Soccer Sequence

BWH

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CBWH

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Experiment 3 �C Table Tennis Player Sequence

BWH  -- Initialization 1

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CBWH -- Initialization 1

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BWH  -- Initialization 2

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CBWH -- Initialization 2

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BWH  -- Initialization 3

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CBWH -- Initialization 3

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Experiment 4 �C Face Sequence

BWH

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CBWH without background updating

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CBWH with background updating

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Reference

 

[1]   D. Comaniciu, V. Ramesh and P. Meer, ��Kernel-Based Object Tracking,�� IEEE Trans. Pattern Anal. Machine Intell., vol.25, no. 5, pp. 564-577, May, 2003.