Title :
Body sets and lines: A reliable representation of images
Author :
Gouiffes, Michele ; Zavidovique, Bertrand
Author_Institution :
Inst. d´´Electron. Fondamentale, Univ. of Paris 11, Orsay, France
Abstract :
This paper proposes a novel definition of color lines and sets, based on the dichromatic model for lambertian objects. The ends of the body vectors are robustly detected, from the clearest to the darkest through to a multi-level 2D histogram analysis. Finally, instead of classically defining the topographic map along one sole luminance direction, our body lines are designed along each body vector. Compared to existing topographic maps, our method is more compact while better preserving the color quality. Furthermore, it is faster to compute than.
Keywords :
feature extraction; image colour analysis; image representation; image segmentation; body sets; body vectors; color lines; color quality; dichromatic model; image representation; lambertian objects; luminance direction; multi-level 2D histogram analysis; topographic maps; Application software; Colored noise; Computer vision; Humans; Image color analysis; Image segmentation; Level set; Optical reflection; Robustness; Visual system; Image color analysis; color; feature extraction; image segmentation; morphological operations;
Conference_Titel :
Acoustics Speech and Signal Processing (ICASSP), 2010 IEEE International Conference on
Conference_Location :
Dallas, TX
Print_ISBN :
978-1-4244-4295-9
Electronic_ISBN :
1520-6149
DOI :
10.1109/ICASSP.2010.5495343