Image restoration is the process of recovering an image from a degraded image caused by various reasons such as motion blur, noise, and camera misfocus.
Deep learning is one of machine learning method based on learning data representations. It has been applied to fields including image processing, computer vision, speech recognition, natural language processing, where it has produced results comparable to and in soma cases superior to human experts.
.Image restoration using deep learning
Recently, as deep learning becomes more popular, deep learning based image restoration method is widely used in many field such as super-resolution, image inpainting, and compression artifacts removal.