DocumentCode :
3149784
Title :
Tensor based generalization of monogenic wavelets for coherent multiscale local phase analysis of color images
Author :
Soulard, Raphaël ; Carré, Philippe
Author_Institution :
Xlim-SIC Lab., Univ. of Poitiers, Poitiers, France
fYear :
2012
fDate :
25-30 March 2012
Firstpage :
1501
Lastpage :
1504
Abstract :
We propose a new color extension of the monogenic wavelet transform. Monogenic wavelets give a coherent representation of scalar images through a local phase concept and an underlying orientation analysis. We here define a color extension of the monogenic framework. The underlying local geometric analysis and phase concept are generalized by using the color structure tensor. Resulting transform appears to be a clear improvement of our previous work - that is the only proposition of color monogenic wavelets to our knowledge. This is shift and rotation invariant and efficiently represents multiscale color lines and edges.
Keywords :
image colour analysis; image representation; tensors; wavelet transforms; coherent multiscale local phase analysis; coherent representation; color extension; color images; color monogenic wavelets; color structure tensor; local geometric analysis; local phase concept; monogenic framework; monogenic wavelet transform; multiscale color lines; orientation analysis; scalar images; tensor based generalization; Color; Image color analysis; Signal processing; Tensile stress; Wavelet analysis; Wavelet transforms; Analytic; Color Wavelets; Image analysis; Monogenic; Wavelet transforms;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2012 IEEE International Conference on
Conference_Location :
Kyoto
ISSN :
1520-6149
Print_ISBN :
978-1-4673-0045-2
Electronic_ISBN :
1520-6149
Type :
conf
DOI :
10.1109/ICASSP.2012.6288175
Filename :
6288175
Link To Document :
بازگشت