发明名称 Method and apparatus for performing constrained spectral clustering of digital image data
摘要 A method and an apparatus process digital images. The method according to one embodiment accesses element data representing a plurality of elements belonging to a plurality of digital images; performs a similarity analysis between the elements from the plurality of elements to obtain inter-relational data results relating to the elements; and performs clustering of the plurality of elements, the step of performing clustering including incorporating in the inter-relational data results at least one hard constraint relating to elements from the plurality of elements, to obtain constrained inter-relational data results, performing a spectral analysis to obtain eigenvector results from the constrained inter-relational data results, and performing discretization of the eigenvector results using constrained clustering with a criterion to enforce the at least one hard constraint to obtain clusters.
申请公布号 US7920745(B2) 申请公布日期 2011.04.05
申请号 US20060393875 申请日期 2006.03.31
申请人 FUJIFILM CORPORATION 发明人 SONG YANG;LEUNG THOMAS
分类号 G06K9/62 主分类号 G06K9/62
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