Invention Grant
- Patent Title: Image processing method, training device, and image processing device
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Application No.: US17569205Application Date: 2022-01-05
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Publication No.: US12026935B2Publication Date: 2024-07-02
- Inventor: Jun Ando
- Applicant: OLYMPUS CORPORATION
- Applicant Address: JP Hachioji
- Assignee: OLYMPUS CORPORATION
- Current Assignee: OLYMPUS CORPORATION
- Current Assignee Address: JP Tokyo
- Agency: Holtz, Holtz & Volek PC
- Main IPC: G06V10/774
- IPC: G06V10/774 ; G06N3/045 ; G06V10/764 ; G06V10/776 ; G06V10/82 ; G06V10/98 ; G16H30/40

Abstract:
An image processing method includes generating a first augmented image by applying first data augmentation on an input image, generating a second augmented image by applying second data augmentation on the input image, generating a first output by inputting the first augmented image to a neural network, generating a second output by inputting the second augmented image to the neural network, calculating an output difference indicating a degree of difference between the first output and the second output, and updating a weight coefficient of each layer of the neural network based on the output difference.
Public/Granted literature
- US20220130136A1 IMAGE PROCESSING METHOD, TRAINING DEVICE, AND IMAGE PROCESSING DEVICE Public/Granted day:2022-04-28
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