16 April 1996 Primitive-based contrast enhancement method
Author Affiliations +
Abstract
In this article we present a new solution for the problem of contrast enhancement. The method is based on the decomposition of the original image into its primitive components. In a first stage a multiresolution representation of the image is computed yielding transform coefficients proportional to the maximum of the local gradient at a specific scale and at a specific position in the image. As an image detail exists at several scales, the transform coefficients corresponding to the same image primitive are grouped. Contrast is enhanced by groupwise non-linear amplification of the transform coefficients. An inverse transform is then applied to the modified coefficients, resulting in a uniformly contrast-enhanced image without artifacts. Preliminary results demonstrate the effectiveness of this method. It could be used in a wide range of applications.
© (1996) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Francis N. Labaere, Francis N. Labaere, Pieter Vuylsteke, Pieter Vuylsteke, Patrick Wambacq, Patrick Wambacq, Emile P. Schoeters, Emile P. Schoeters, Christiaan M. Fivez, Christiaan M. Fivez, } "Primitive-based contrast enhancement method", Proc. SPIE 2710, Medical Imaging 1996: Image Processing, (16 April 1996); doi: 10.1117/12.237987; https://doi.org/10.1117/12.237987
PROCEEDINGS
10 PAGES


SHARE
Back to Top