Invention Grant
- Patent Title: Training data generating device, method, and program, and crowd state recognition device, method, and program
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Application No.: US15667937Application Date: 2017-08-03
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Publication No.: US10223620B2Publication Date: 2019-03-05
- Inventor: Hiroo Ikeda
- Applicant: NEC Corporation
- Applicant Address: JP Tokyo
- Assignee: NEC Corporation
- Current Assignee: NEC Corporation
- Current Assignee Address: JP Tokyo
- Agency: Wilmer Cutler Pickering Hale and Dorr LLP
- Priority: JP2013-135915 20130628
- Main IPC: G06K9/66
- IPC: G06K9/66 ; G06K9/00 ; G06K9/46 ; G06N99/00

Abstract:
A rectangular region group storage unit stores a group of rectangular regions indicating portions to be recognized for a crowd state on an image. A crowd state recognition dictionary storage unit stores a dictionary of a discriminator acquired by machine learning by use of a plurality of pairs of crowd state image as an image which expresses a crowd state at a predetermined size and includes a person whose reference site is expressed as large as the size of the reference site of a person defined for the predetermined size, and training label for the crowd state image. A crowd state recognition unit extracts regions indicated in the group of rectangular regions stored in the rectangular region group storage unit from a given image, and recognizes states of the crowds shot in the extracted images based on the dictionary.
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