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Mean Shift
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Projection-histograms for mean-shift tracking
Projection-histograms for mean-shift tracking,10.1109/ICIP.2010.5651317,Michèle Gouiffès,Florence Laguzet,Lionel Lacassagne
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Projection-histograms for mean-shift tracking
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Michèle Gouiffès
,
Florence Laguzet
,
Lionel Lacassagne
This paper proposes an extension to the
mean shift
tracking by using XY projection-histograms to model 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.
Conference:
Image Processing, IEEE International Conference - ICIP
, pp. 4617-4620, 2010
DOI:
10.1109/ICIP.2010.5651317
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