Invention Grant
- Patent Title: Analysis apparatus, non-transitory computer-readable storage medium for storing analysis program, and analysis method
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Application No.: US17022163Application Date: 2020-09-16
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Publication No.: US11361226B2Publication Date: 2022-06-14
- 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: JPJP2019-200865 20191105
- Main IPC: G06N3/08
- IPC: G06N3/08 ; G06K9/62 ; G06T5/50 ; G06T3/40

Abstract:
A method includes: generating a refine image from an incorrect image from 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 in the incorrect image, the second map indicating a degree of attention for each local region in the refine image, 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 obtaining an added value for respective divided region in the third map by summing pixel values within the respective divided region, the respective divided region being a region divided according to a predetermined index.
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