Image restoration is one of the crucial problems in image processing even it is the low level image processing activity. This research paper presents the overview of the image restoration, available standard noises, and sources of noises. Further it details the degradation model, available restoration techniques, medical image restoration and medical restoration techniques. The literature survey on machine learning in restoration is explored. Finally mentioned the research gap to carry out the further research.
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Image Restoration Methods, Survey of Machine Learning Methods and an Over View
Semantic Scholar · Computer Science · 2020
Abstract
Image restoration is one of the crucial problems in image processing even it is the low level image processing activity. This research paper presents the overview of the image restoration, available standard noises, and sources of noises. Further it details the degradation model, available restoration techniques, medical image restoration and medical restoration techniques. The literature survey on machine learning in restoration is explored. Finally mentioned the research gap to carry out the further research.