发明申请
- 专利标题: IMAGE TAGGING BASED UPON CROSS DOMAIN CONTEXT
- 专利标题(中): 基于跨域语言的图像标签
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申请号: US12699889申请日: 2010-02-04
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公开(公告)号: US20110191271A1公开(公告)日: 2011-08-04
- 发明人: Simon John Baker , Ashish Kapoor , Gang Hua , Dahua Lin
- 申请人: Simon John Baker , Ashish Kapoor , Gang Hua , Dahua Lin
- 申请人地址: US WA Redmond
- 专利权人: Microsoft Corporation
- 当前专利权人: Microsoft Corporation
- 当前专利权人地址: US WA Redmond
- 主分类号: G06N5/02
- IPC分类号: G06N5/02 ; G06F15/18
摘要:
A method described herein includes receiving a digital image, wherein the digital image includes a first element that corresponds to a first domain and a second element that corresponds to a second domain. The method also includes automatically assigning a label to the first element in the digital image based at least in part upon a computed probability that the label corresponds to the first element, wherein the probability is computed through utilization of a first model that is configured to infer labels for elements in the first domain and a second model that is configured to infer labels for elements in the second domain. The first model receives data that identifies learned relationships between elements in the first domain and elements in the second domain, and the probability is computed by the first model based at least in part upon the learned relationships.
公开/授权文献
- US08645287B2 Image tagging based upon cross domain context 公开/授权日:2014-02-04
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