DocumentCode
1671260
Title
Image enhancement segmentation and denoising by time dependent nonlinear diffusion processes
Author
Gilboa, Guy ; Zeevi, Yehoshua Y. ; Sochen, Nir
Author_Institution
Dept. of Electr. Eng., Technion-Israel Inst. of Technol., Haifa, Israel
Volume
3
fYear
2001
fDate
6/23/1905 12:00:00 AM
Firstpage
134
Abstract
Two nonlinear diffusion processes with time-dependent diffusion coefficients are presented. Both processes converge to nontrivial solutions, eliminating the need to impose an arbitrary diffusion stopping time, otherwise required in the implementation of most nonlinear diffusion processes. The two schemes employ nonlinear cooling mechanisms that preserve edges. One scheme is intended for general denoising, whereas the other is targeted for enhancement or segmentation of images. Simulation results indicate that the proposed schemes provide a stable and efficient tool for processing of noisy images
Keywords
edge detection; image enhancement; image segmentation; nonlinear differential equations; nonlinear filters; partial differential equations; smoothing methods; PDE; anisotropic diffusion; edge preservation; image denoising; image enhancement; image segmentation; noisy images; nonlinear cooling; nonlinear diffusion processes; time-dependent diffusion; Anisotropic magnetoresistance; Cities and towns; Cooling; Diffusion processes; Filters; Gaussian noise; Image converters; Image enhancement; Image segmentation; Noise reduction;
fLanguage
English
Publisher
ieee
Conference_Titel
Image Processing, 2001. Proceedings. 2001 International Conference on
Conference_Location
Thessaloniki
Print_ISBN
0-7803-6725-1
Type
conf
DOI
10.1109/ICIP.2001.958069
Filename
958069
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