- Patent Title: Computer-readable recording medium having stored therein information processing program, method for processing information, and information processing apparatus
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Application No.: US17144162Application Date: 2021-01-08
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Publication No.: US11508064B2Publication Date: 2022-11-22
- Inventor: Akira Sakai , Masaaki Komatsu , Ai Dozen
- Applicant: FUJITSU LIMITED , RIKEN , NATIONAL CANCER CENTER
- Applicant Address: JP Kawasaki; JP Wako; JP Tokyo
- Assignee: FUJITSU LIMITED,RIKEN,NATIONAL CANCER CENTER
- Current Assignee: FUJITSU LIMITED,RIKEN,NATIONAL CANCER CENTER
- Current Assignee Address: JP Kawasaki; JP Wako; JP Tokyo
- Agency: Xsensus LLP
- Priority: JPJP2020-014107 20200130
- Main IPC: G06T7/11
- IPC: G06T7/11 ; G06T7/00 ; G06K9/62 ; G06N3/08

Abstract:
A method includes: acquiring a training data set including pieces of training data, each of the pieces including an image of a training target, first annotation data representing a rectangular region in the image, and second annotation data; training, based on the image and the first annotation data, an object detection model specifying a rectangular region including the training target; training, based on the image and the second annotation data, a neural network; and calculating a first index value related to a relationship of a pixel number, the trained estimation model and the calculated first index value being used in a determination process that determines, based on the calculated first index value and a second index value relationship between a pixel number in an output result and an estimation result, whether or not a target in a target image is normal.
Public/Granted literature
Information query