Abstract
In the process of object tracking, the scale of object changes along with the movement of object. But the opposite location of corner point only changes Rendering affine transform. At first, corner points were Distilled in different periods of time using an advanced Harris algorithm, and then the object Skeleton was reformed using these corners. Meanwhile, the displacement coefficient, the zoom coefficient, the rolling coefficient and the misplace coefficient were ascertained. At last, the tracking window was updated on line. The Mean Shift algorithm is used in this paper to adjust window. The experiment indicates that this algorithm can cope with the situation of scale changing, especial on the condition of Scale increasing.
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© 2011 Springer-Verlag Berlin Heidelberg
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Bi, Hl., Yuan, Bf., Fu, Y. (2011). Object Tracking by Mean Shift Dealing with Scale Increasing. In: Jiang, L. (eds) Proceedings of the 2011 International Conference on Informatics, Cybernetics, and Computer Engineering (ICCE2011) November 19-20, 2011, Melbourne, Australia. Advances in Intelligent and Soft Computing, vol 110. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-25185-6_17
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DOI: https://doi.org/10.1007/978-3-642-25185-6_17
Publisher Name: Springer, Berlin, Heidelberg
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