Restoration of Degraded Gray Images Using Genetic Algorithm
Dhirendra Pal Singh, Ashish Khare · International Journal of Image Graphics and Signal Processing · 2016
This Image deblurring aims to eliminate or decrease the degradations that has been occurred while the image has been obtained.In this paper, we proposed a unified framework for restoration process by enhancement and more quantified deblurred images with the help of Genetic Algorithm.The developed method uses an iterative procedure using evolutionary criteria and produce better images with most restored frequencycontent.We have compared the proposed methods with Lucy-Richardson Restoration method, method proposed by W. Dong [34] and Inverse Filter Restoration Method; and demonstrated that the proposed method is more accurate by achieving high quality visualized restored images in terms of various statistical quality measures.