Image Restoration: Fundamentals of Image Restoration
Stanley J. Reeves, Electrical and Computer Engineering Department, Auburn University, Auburn, AL, USA
Abstract
Image restoration is the process of recovering an image from a degraded version—usually a blurred and noisy image. Image restoration is a fundamental problem in image processing, and it also provides a testbed for more general inverse problems. Key issues that must be addressed are the quality of the restored image, the computational efficiency of the algorithm, and the estimation of necessary parameters such as the point-spread function (PSF). Basic image restoration techniques are surveyed to provide insight into the nature of the problem. These techniques also provide ...
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