Invention Grant
- Patent Title: Image processing system, image processing method, and image processing program
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Application No.: US17297761Application Date: 2018-12-19
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Publication No.: US11275947B2Publication Date: 2022-03-15
- Inventor: Hiroto Sasao
- Applicant: Hitachi Kokusai Electric Inc.
- Applicant Address: JP Tokyo
- Assignee: Hitachi Kokusai Electric Inc.
- Current Assignee: Hitachi Kokusai Electric Inc.
- Current Assignee Address: JP Tokyo
- Agency: Bacon & Thomas, PLLC
- International Application: PCT/JP2018/046756 WO 20181219
- International Announcement: WO2020/129176 WO 20200625
- Main IPC: G06K9/00
- IPC: G06K9/00 ; G06T7/50 ; G06K9/62 ; G06K9/20 ; G06N3/04 ; G06T7/70 ; G06Q50/26

Abstract:
The present invention provides a technique suitable for the detection of small objects such as white canes.
In order to solve this problem, one representative example of this image processing system comprises a video acquisition unit configured to input an input image acquired as a video, an estimation unit including a Fully Convolutional Network (FCN) learning model trained with respect to a region of a predetermined detection target, and configured to generate a region estimation image for the detection target by processing the input image with the learning model, and an image processing unit configured to detect the region of the detection target based on the region estimation image.
In order to solve this problem, one representative example of this image processing system comprises a video acquisition unit configured to input an input image acquired as a video, an estimation unit including a Fully Convolutional Network (FCN) learning model trained with respect to a region of a predetermined detection target, and configured to generate a region estimation image for the detection target by processing the input image with the learning model, and an image processing unit configured to detect the region of the detection target based on the region estimation image.
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