IMAGE PROCESSING DEVICE AND IMAGE PROCESSING METHOD

Title:

IMAGE PROCESSING DEVICE AND IMAGE PROCESSING METHOD

Document Type and Number:

WIPO Patent Application WO/2024/116675

Kind Code:

A1

Abstract:

Provided are an image processing device and the like that can easily have a learning model to perform machine learning. An image processing device (100) comprises: an acquisition unit (110) that acquires an original image in which an object is captured; a generation unit (140) that generates, by using the original image, a plurality of pseudo images which have feature amounts of a prescribed measurement item different from each other; and an output unit (150) that outputs the plurality of pseudo images as teacher data to be used for performing machine learning by a learning model that receives an inspection image obtained by capturing the object as an input and outputs an inspection result indicating whether or not an abnormality is present in the object captured in the inputted inspection image.

Inventors:

ICHIKAWA TAKUTO
TOSHIHIRO SHUNSAKU

Application Number:

PCT/JP2023/038736

Publication Date:

June 06, 2024

Filing Date:

October 26, 2023

Export Citation:

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Assignee:

PANASONIC IP MAN CO LTD (JP)

International Classes:

G06T7/00

Foreign References:

JP2018205123A

2018-12-27

Other References:

AOKI, KIMIYA ET AL.: "Development of Visual Inspection Machine based on Soft Computing", THE PAPERS OF TECHNICAL MEETING, IEE JAPAN, 28 March 2016 (2016-03-28), pages 67 - 70
FUNAHASHI, TAKUMA ET AL.: "Visual inspection robot with worker behavior model implemented - Attempt to build a general-purpose defect detection algorithm", PROCEEDINGS OF THE 17TH SYMPOSIUM ON SENSING VIA IMAGE INFORMATION, 8 June 2011 (2011-06-08), pages 24.1 - 24.4