Gouiffes06b

M. Gouiffès, C. Collewet, C. Fernandez-Maloigne, A. Trémeau. Feature points tracking using photometric model and colorimetric invariants. In 3rd European Conf. on Colour in Graphics, Imaging, and Vision, CGIV'06, Pages 18-23, Leeds, UK, June 2006.

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Abstract

This article proposes several colour points tracking methods which are robust to illumination changes. Firstly, the illumination correction is achieved by computing simultaneously a local photometric model and a motion model during the image sequence. Secondly, some colour invariants are used to compensate in each point for the illumination changes. Then, since most of these attributes are not sufficiently robust to model specular highlights occurrence, we propose a third method which jointly uses a local photometric model and a global correction, by using colour invariants. To finish, the three methods are compared through experimental results, on images sequences where specular highlights and lighting changes appear.

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Christophe Collewet

BibTex Reference

@InProceedings{Gouiffes06b,
   Author = {Gouiffès, M. and Collewet, C. and Fernandez-Maloigne, C. and Trémeau, A.},
   Title = {Feature points tracking using photometric model and colorimetric invariants},
   BookTitle = {3rd European Conf. on Colour in Graphics, Imaging, and Vision, CGIV'06},
   Pages = {18--23},
   Address = {Leeds, UK},
   Month = {June},
   Year = {2006}
}

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