Title :
A multiscale contrast enhancement method
Author_Institution :
Dipt. di Ingegneria dell´´Inf. e Ingegneria Elettrica, Salerno Univ., Italy
Abstract :
This paper contributes a novel approach to contrast enhancement. The proposed approach measures local contrast within the context of a nonlinear scale-space representation. The original image is locally probed at multiple resolutions generated through anisotropic diffusion. Once local contrast has been estimated across an optimal range of scales, its value is used to enhance the initial image. Due to the choice of the anisotropic scale-space, the method also accounts for nonlinear edge contributions. Properties of local contrast within scale-space are introduced and discussed
Keywords :
edge detection; image enhancement; image representation; image resolution; anisotropic diffusion; anisotropic scale-space; image enhancement; local contrast; multiple resolutions; multiscale contrast enhancement method; nonlinear edge contributions; nonlinear scale-space representation; Anisotropic magnetoresistance; Brightness; Diffusion processes; Electronic mail; Image recognition; Image resolution; Nonlinear equations; Smoothing methods;
Conference_Titel :
Image Processing, 1997. Proceedings., International Conference on
Conference_Location :
Santa Barbara, CA
Print_ISBN :
0-8186-8183-7
DOI :
10.1109/ICIP.1997.647767