Invention Grant
- Patent Title: Analysis apparatus, non-transitory computer-readable storage medium for analysis program, and analysis method
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Application No.: US17037798Application Date: 2020-09-30
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Publication No.: US11436431B2Publication Date: 2022-09-06
- Inventor: Tomonori Kubota , Takanori Nakao , Yasuyuki Murata
- Applicant: FUJITSU LIMITED
- Applicant Address: JP Kawasaki
- Assignee: FUJITSU LIMITED
- Current Assignee: FUJITSU LIMITED
- Current Assignee Address: JP Kawasaki
- Agency: Fujitsu Patent Center
- Priority: JPJP2019-200864 20191105
- Main IPC: G06K9/62
- IPC: G06K9/62 ; G06N3/08

Abstract:
A method includes: generating a refine image having a maximized correct label score of inference from an incorrect image by which an incorrect label is inferred by a neural network; generating a third map by superimposing a first map and a second map, the first map indicating pixels to each of which a change is made in generating the refine image, of plural pixels of the incorrect image, the second map indicating a degree of attention for each local region in the refine image, the each local region being a region that has drawn attention at the time of inference by the neural network, and the third map indicating a degree of importance for each pixel for inferring a correct label; and specifying an image section based on a pixel value of the third map, the image section corresponding to a region causing incorrect inference in the incorrect image.
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