Title :
Multiscale anisotropic filtering of color images
Author :
Scheunders, P. ; Sijbers, J.
Author_Institution :
Dept. of Phys., Antwerp Univ., Belgium
fDate :
6/23/1905 12:00:00 AM
Abstract :
A new anisotropic diffusion noise filtering technique is proposed. The technique has two specific features: it is designed for vector-valued images in general and for color images in particular, and it is a multiresolution technique, using wavelet transforms. The vector-valued feature is based on the first fundamental form, which reflects the edge information of a vector-valued image. The multiresolution feature is based on an extension of the first fundamental form towards multiscale fundamental forms. In an experimental section, the proposed technique is evaluated and compared to the single-valued and single-scale versions
Keywords :
adaptive filters; edge detection; image colour analysis; image resolution; matrix algebra; smoothing methods; vectors; wavelet transforms; anisotropic diffusion; color images; edge information; matrices; multiresolution technique; multiscale anisotropic filtering; multiscale fundamental forms; noise filtering; vector-valued images; wavelet transforms; Adaptive filters; Anisotropic filters; Anisotropic magnetoresistance; Color; Eigenvalues and eigenfunctions; Image analysis; Image edge detection; Image processing; Image resolution; Wavelet transforms;
Conference_Titel :
Image Processing, 2001. Proceedings. 2001 International Conference on
Conference_Location :
Thessaloniki
Print_ISBN :
0-7803-6725-1
DOI :
10.1109/ICIP.2001.958078