发明授权
- 专利标题: Information processing apparatus enabling discriminator to learn and method thereof
- 专利标题(中): 使鉴别器学习的信息处理装置及其方法
-
申请号: US12683982申请日: 2010-01-07
-
公开(公告)号: US09256835B2公开(公告)日: 2016-02-09
- 发明人: Yoshinori Ito , Katsuhiko Mori , Takahisa Yamamoto , Osamu Nomura , Masami Kato
- 申请人: Yoshinori Ito , Katsuhiko Mori , Takahisa Yamamoto , Osamu Nomura , Masami Kato
- 申请人地址: JP Tokyo
- 专利权人: CANON KABUSHIKI KAISHA
- 当前专利权人: CANON KABUSHIKI KAISHA
- 当前专利权人地址: JP Tokyo
- 代理机构: Canon USA, Inc. IP Division
- 优先权: JP2009-004975 20090113
- 主分类号: G06F15/18
- IPC分类号: G06F15/18 ; G06N99/00 ; G06K9/00 ; G06K9/62
摘要:
An information processing apparatus and method enables a pattern discriminator to learn. The apparatus establishes a branch structure appropriate for learning a discriminator having the branch structure without increasing processing time. The apparatus includes a preliminary learning unit to learn a preliminary discriminator for a respective one of a plurality of combinations of variations in variation categories in a discrimination target pattern. A branch structure determination unit is provided to perform discrimination processing using the preliminary discriminator and to determine a branch structure of a main discriminator based on a result of the discrimination processing. A main learning unit is included to learn the main discriminator based on the branch structure.