PROJECTION-HISTOGRAMS FOR MEAN-SHIFT TRACKING

被引：1

作者：

Gouiffes, Michele ^{[1
]}

Laguzet, Florence ^{[2
]}

Lacassagne, Lionel ^{[1
]}

机构：

[1] Univ Paris 11, CNRS, IEF, UMR 8622, F-91405 Orsay, France

[2] Univ Paris 11, CNRS, LRI, UMR 8622, F-91405 Orsay, France

来源：

2010 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING | 2010年

关键词：

Mean Shift Tracking; Color; Projection Histograms;

D O I：

10.1109/ICIP.2010.5651317

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

This paper proposes an extension to the mean shift tracking by using XY projection-histograms to medel the object. More than providing statistical information about the target to track, they embed information about the spatial arrangement of pixels. This approach, without any complexity increase, provides a better robustness and quality of the tracking. That is asserted by the experiments performed on several sequences showing either vehicles or pedestrians in various contexts.

引用

页码：4617 / 4620

页数：4

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