• Electronics Optics & Control
  • Vol. 20, Issue 12, 42 (2013)
LI Wu, HOU Zhiqiang, and WEI Guojian
Author Affiliations
  • [in Chinese]
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    DOI: 10.3969/j.issn.1671-637x.2013.12.010 Cite this Article
    LI Wu, HOU Zhiqiang, WEI Guojian. Algorithm of ScaleChanging Object Tracking Based on LogPolar Transformation[J]. Electronics Optics & Control, 2013, 20(12): 42 Copy Citation Text show less

    Abstract

    A practical tracking system should be equipped with scale adaptation mechanism.To solve the problem of the traditional methods which could not keep up with the scale changing timely and accuratelythe particle filter and an improved Mean Shift method were introduced to locate the centroid of the target.Thenthe correlation coefficient was adopted to map the object and its candidate in the LogPolar Transformation domain to fit the target scale.Experimental results demonstrated that the composite algorithm can select a proper size of tracking window adaptively.Compared with the traditional methodit has a better robustness.
    LI Wu, HOU Zhiqiang, WEI Guojian. Algorithm of ScaleChanging Object Tracking Based on LogPolar Transformation[J]. Electronics Optics & Control, 2013, 20(12): 42
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