发明名称 |
Digital image analysis utilizing multiple human labels |
摘要 |
Systems and methods for implementing a multi-label image recognition framework for classifying digital images are provided. The provided multi-label image recognition framework utilizes an iterative, multiple analysis path approach to model training and image classification tasks. A first iteration of the multi-label image recognition framework generates confidence maps for each label, which are shared by the multiple analysis paths to update the confidence maps in subsequent iterations. The provided multi-label image recognition framework permits model training and image classification tasks to be performed more accurately than conventional single-label image recognition frameworks.
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申请公布号 |
US8379994(B2) |
申请公布日期 |
2013.02.19 |
申请号 |
US20100904138 |
申请日期 |
2010.10.13 |
申请人 |
SONY CORPORATION;DAI SHENGYANG;WANG SU;NAKAMURA AKIRA;OHASHI TAKESHI;YOKONO JUN |
发明人 |
DAI SHENGYANG;WANG SU;NAKAMURA AKIRA;OHASHI TAKESHI;YOKONO JUN |
分类号 |
G06K9/62 |
主分类号 |
G06K9/62 |
代理机构 |
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代理人 |
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主权项 |
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地址 |
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