Arakawa Kaoru
Department Undergraduate School , School of Interdisciplinary Mathematical Sciences Position Professor |
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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. |