Invention Grant
- Patent Title: Learning apparatus, learning method, and non-transitory computer-readable medium in which learning program has been stored
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Application No.: US17641913Application Date: 2020-06-17
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Publication No.: US12136256B2Publication Date: 2024-11-05
- Inventor: Takashi Shibata , Hiroyoshi Miyano , Eiji Kaneko , Masato Toda , Tsubasa Minematsu , Atsushi Shimada , Rin-Ichiro Taniguchi
- Applicant: NEC Corporation , KYUSHU UNIVERSITY, NATIONAL UNIVERSITY CORPORATION
- Applicant Address: JP Tokyo; JP Fukuoka
- Assignee: NEC Corporation,KYUSHU UNIVERSITY, NATIONAL UNIVERSITY CORPORATION
- Current Assignee: NEC Corporation,KYUSHU UNIVERSITY, NATIONAL UNIVERSITY CORPORATION
- Current Assignee Address: JP Tokyo; JP Fukuoka
- Agency: Sughrue Mion, PLLC
- Priority: JP2019-167778 20190913
- International Application: PCT/JP2020/023844 WO 20200617
- International Announcement: WO2021/049119 WO 20210318
- Main IPC: G06V10/774
- IPC: G06V10/774 ; G06V10/22 ; G06V10/762 ; G06V10/764 ; G06V20/70

Abstract:
A learning apparatus (500) according to the present invention includes a detection unit (510) that detects, as a candidate region of a learning target, a region detected by one of first detection processing of detecting an object region from a predetermined image and second detection processing of detecting a change region from background image information and the image, and not detected by the other, an output unit (520) that outputs at least a part of the candidate region as a labeling target, and a learning unit (530) that learns a model for performing the first detection processing or a model for performing the second detection processing by using the labeled candidate region as learning data.
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