DEEP LEARNING APPLICATION FOR IMAGE ENHANCEMENT
Ahmed E Elaraby, Ismail Elansary, Andrey V. Nechaevskiy · 9th International Conference "Distributed Computing and Grid Technologies in Science and Education" · 2021
Recently, deep learning has obtained a central position toward our daily life automation and deliveredconsiderable improvements as compared to traditional algorithms of machine learning. Enhancing ofimage quality is a fundamental image processing task and. A high-quality image is always expected inseveral tasks of vision, and degradations like noise, blur, and low-resolution, are required to beremoved. The deep techniques approaches can significantly and substantially boost performancecompared with classical ones. One of the main research areas where deep learning can make a majorimpact is imaging. This work presents a survey of deep learning on image enhancement and describesits potential for future research.