Invention Grant
- Patent Title: System, method, and storage medium for converting low-resolution image data into high-resolution image data using neural network
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Application No.: US16793860Application Date: 2020-02-18
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Publication No.: US11272074B2Publication Date: 2022-03-08
- Inventor: Ken Achiwa , Ryo Kosaka
- Applicant: CANON KABUSHIKI KAISHA
- Applicant Address: JP Tokyo
- Assignee: CANON KABUSHIKI KAISHA
- Current Assignee: CANON KABUSHIKI KAISHA
- Current Assignee Address: JP Tokyo
- Agency: Canon U.S.A., Inc. IP Division
- Priority: JPJP2019-036854 20190228
- Main IPC: H04N1/40
- IPC: H04N1/40 ; H04N1/409 ; H04N1/00 ; G06N3/08 ; H04N1/401

Abstract:
A system previously generates a plurality of neural networks by performing learning based on an image data pair generated based on identical original data and differing in resolution. Then, the system determines one neural network out of the plurality of neural networks based on a resolution of input image data and a resolution of an image to be output, acquires post-conversion image data based on the determined neural network and the input image data, and performs outputting that is based on the post-conversion image data.
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