发明申请
US20050177040A1 System and method for an iterative technique to determine fisher discriminant using heterogenous kernels
审中-公开
用于使用异质内核确定渔夫判别式的迭代技术的系统和方法
- 专利标题: System and method for an iterative technique to determine fisher discriminant using heterogenous kernels
- 专利标题(中): 用于使用异质内核确定渔夫判别式的迭代技术的系统和方法
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申请号: US11050599申请日: 2005-02-03
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公开(公告)号: US20050177040A1公开(公告)日: 2005-08-11
- 发明人: Glenn Fung , Murat Dundar , Jinbo Bi , R. Rao
- 申请人: Glenn Fung , Murat Dundar , Jinbo Bi , R. Rao
- 主分类号: G06K9/62
- IPC分类号: G06K9/62 ; G06T7/00 ; A61B5/05
摘要:
A method and device with instructions for analyzing an image data-space includes creating a library of one or more kernels, wherein each kernel from the library of the kernels maps the image data-space to a first data-space using at least one mapping function; and learning a linear combination of kernels in an automatic manner to generate at least one of a classifier and a regressor which is applied to the first data-space. The linear combination of kernels is used to generate a classified image-data space to detect at least one of the candidates in the classified image-data space.
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