Invention Grant
- Patent Title: Image tagging based upon cross domain context
- Patent Title (中): 基于跨域上下文的图像标记
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Application No.: US12699889Application Date: 2010-02-04
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Publication No.: US08645287B2Publication Date: 2014-02-04
- Inventor: Simon John Baker , Ashish Kapoor , Gang Hua , Dahua Lin
- Applicant: Simon John Baker , Ashish Kapoor , Gang Hua , Dahua Lin
- Applicant Address: US WA Redmond
- Assignee: Microsoft Corporation
- Current Assignee: Microsoft Corporation
- Current Assignee Address: US WA Redmond
- Agent Steve Wight; Carole Boelitz; Micky Minhas
- Main IPC: G06F17/00
- IPC: G06F17/00

Abstract:
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.
Public/Granted literature
- US20110191271A1 IMAGE TAGGING BASED UPON CROSS DOMAIN CONTEXT Public/Granted day:2011-08-04
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