DocumentCode :
3492829
Title :
The Color Monogenic Signal: A new framework for color image processing. application to color optical flow
Author :
Demarcq, Guillaume ; Mascarilla, Laurent ; Courtellemont, Pierre
Author_Institution :
Lab. Math., Image, Applic., Univ. of La Rochelle, La Rochelle, France
fYear :
2009
fDate :
7-10 Nov. 2009
Firstpage :
481
Lastpage :
484
Abstract :
We use in this paper the formalism of Clifford algebras to define the so-called Color Monogenic Signal associated to a color image. It consists in a function with values in the Clifford algebra ¿5,0 that codes color (RGB) and geometric structures information. Using geometric calculus, a notion of local color phase is introduced, generalizing the one for gray level image. As an example of application, a color optical flow robust against noise and brightness variation is provided. It extends the gray level CLG method to color images. The results we obtain on images from the Middleburry database show the relevance of the proposed approach.
Keywords :
algebra; geometry; image colour analysis; image sequences; Clifford algebras; Middleburry database; color image processing; color monogenic signal; color optical flow; geometric calculus; geometric structures information; Algebra; Brightness; Calculus; Color; Colored noise; Geometrical optics; Image motion analysis; Noise robustness; Optical noise; Signal processing; Clifford algebras; Dirac equation; color image processing; color optical flow; monogenic signal;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image Processing (ICIP), 2009 16th IEEE International Conference on
Conference_Location :
Cairo
ISSN :
1522-4880
Print_ISBN :
978-1-4244-5653-6
Electronic_ISBN :
1522-4880
Type :
conf
DOI :
10.1109/ICIP.2009.5414353
Filename :
5414353
Link To Document :
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