Title :
Dichromatic level-lines
Author :
Gouiffès, M. ; Zavidovique, B.
Author_Institution :
Inst. d´´Electron. Fondamentale, Univ. of Paris XI, Orsay
Abstract :
Unlike edges, level lines are closed and less sensitive to external parameters. They provide a compact geometrical representation of images and they are, to some extent, robust to contrast changes. This paper proposes a novel and vectorial representation of color lines which does not require any color conversion. The topographic map is defined along each dominant color vector, from the body reflection, instead of the sole luminance direction in the RGB space. Experimental results show that this approach provides a better trade-off between compactness and quality. In addition, the lines extracted are quasi-invariant to illuminant changes.
Keywords :
computational geometry; image colour analysis; image representation; RGB space; color topographic map; dichromatic level-line; dominant color vector; geometrical image representation; vectorial image color line representation; Colored noise; Computer vision; Image reconstruction; Image segmentation; Information representation; Isosurfaces; Level set; Optical reflection; Reflectivity; Robustness; Topographicmap; color lines; dichromatic model; level lines; level sets;
Conference_Titel :
Image Processing, 2008. ICIP 2008. 15th IEEE International Conference on
Conference_Location :
San Diego, CA
Print_ISBN :
978-1-4244-1765-0
Electronic_ISBN :
1522-4880
DOI :
10.1109/ICIP.2008.4711795