Title :
Telegraph-Diffusion Operator for Image Enhancement
Author :
Ratner, Vadim ; Zeevi, Yehoshua Y.
Author_Institution :
Technion -Israel Inst. of Technol., Haifa
fDate :
Sept. 16 2007-Oct. 19 2007
Abstract :
Image denoising and enhancement problems have many physical analogues that highlight new approaches to novel solutions. One such solution, based on viewing the image as elastic sheet, is presented. A processing scheme for grayscale images is outlined and further considered in the context of color images. Preliminary analysis and simulations on noisy images indicate that multidimensional manifold representation of combined space-color information incorporates the advantages of separate color channel representations. Experimental analysis reveals elastic sheet method to be a powerful and robust denoising tool, which preserves most meaningful details.
Keywords :
image colour analysis; image denoising; image enhancement; color channel representation; elastic sheet; grayscale image; image color; image denoising; image edge analysis; image enhancement; noisy image; space-color information; telegraph-diffusion operator; Analytical models; Colored noise; Gray-scale; Image analysis; Image color analysis; Image denoising; Image enhancement; Information analysis; Multidimensional systems; Robustness; Color; diffusion process; image edge analysis; image enhancement; image processing;
Conference_Titel :
Image Processing, 2007. ICIP 2007. IEEE International Conference on
Conference_Location :
San Antonio, TX
Print_ISBN :
978-1-4244-1437-6
Electronic_ISBN :
1522-4880
DOI :
10.1109/ICIP.2007.4379007