Invention Grant
- Patent Title: Image capture method and image capture device
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Application No.: US17270438Application Date: 2019-10-25
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Publication No.: US11435297B2Publication Date: 2022-09-06
- Inventor: Yosuke Naruse
- Applicant: OMRON Corporation
- Applicant Address: JP Kyoto
- Assignee: OMRON Corporation
- Current Assignee: OMRON Corporation
- Current Assignee Address: JP Kyoto
- Agency: JCIPRNET
- Priority: JPJP2018-211495 20181109
- International Application: PCT/JP2019/041849 WO 20191025
- International Announcement: WO2020/095712 WO 20200514
- Main IPC: G01N21/88
- IPC: G01N21/88 ; G06T7/00 ; G06N20/00

Abstract:
Provided is an image capture method including: illuminating an object having known label data, capturing images of the object using illumination parameters, and acquiring captured images; generating an estimated image of the object at the time of illumination based on the illumination parameter on the basis of an image data set obtained by associating a captured image with an illumination parameter; setting a maximum number of captured images permitted for the object; and performing learning with a machine learning model for each number of images equal to or smaller than the maximum number of captured images, optimizing illumination parameters and inspection algorithm parameters on the basis of a result of comparison between a result of estimation of the machine learning model and the label data of the object, calculating an index representing inspection performance expected when the each number of images is captured, and presenting the index to a user.
Public/Granted literature
- US20210247324A1 IMAGE CAPTURE METHOD AND IMAGE CAPTURE DEVICE Public/Granted day:2021-08-12
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