Arakawa Kaoru    Department   Undergraduate School  , School of Interdisciplinary Mathematical Sciences    Position   Professor
Date	2018/11/28
Presentation Theme	Image Processing Using Machine Learning for Human Perception
Conference	ISPACS2018
Promoters	IEEE
Conference Type	International
Presentation Type	Speech (Keynote)
Contribution Type	Individual
Invited	Invited
Venue	Japan
Publisher and common publisher	Kaoru Arakawa
Details	Since images are nonstationary and are to be evaluated by human perception, conventional linear signal processing is not valid for them. In order to get satisfactory results in image processing, introduction of machine learning is expected, because it can consider nonstationary fine structures in images and realize human-like smart data processing. In this talk, methods for image processing using machine learning, which consider human perception, are presented.