Publication Type Journal Article
Title Image Contrast Enhancement Algorithm Based on GM(1,1) and Power Exponential Dynamic Decision
Authors Gang Li Andrea Porter Daisy Li Jason Beasley
Groups G2 G3
Journal INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE
Year 2018
Month February
Volume 32
Number 2
Pages
Abstract Image enhancement processing is a very important operation during image preprocessing. Compared with to enhance the overall contrast level of image, enhancing the local contrast of image can improve the level of such contrast directly as well as the quality and effect of image enhancement. In this paper, the gray prediction model is applied to the process of enhancing image local contrast, so as to measure the change range of image local contrast and adaptively adjust the scale of enhancing image local contrast. The simulation results show that, in addition to enhancing the contrast of gray level on the edge of image, the proposed algorithm can inhibit roughened nonedge region and improve the quality of local enhancement processing, which create a more favorable condition for the further image edge detection.
DOI http://dx.doi.org/10.1142/S0218001418540022
ISBN
Publisher
Book Title
ISSN 0218-0014
EISSN 1793-6381
Conference Name
Bibtex ID ISI:000415083900007
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