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ICIP
2005
IEEE

Multi-part target representation for color tracking

15 years 1 months ago
Multi-part target representation for color tracking
This paper presents an effective target representation based on multiple colour histograms computed on semi-overlapping image areas. This solution introduces spatial information in the representation, without compromising the benefits of the histograms. In particular, target rotation and scaling can be accounted for, thus improving the tracker robustness to false targets. We demonstrate that the proposed target representation outperforms the standard single histogram model and non-overlapping multi-part representations, using state-of-the-art tracking algorithms. Experimental results show that the proposed representation achieves an improvement of tracking accuracy and a reduction of track losses, without increasing significantly the computational complexity.
Emilio Maggio, Andrea Cavallaro
Added 23 Oct 2009
Updated 27 Oct 2009
Type Conference
Year 2005
Where ICIP
Authors Emilio Maggio, Andrea Cavallaro
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