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Structured learning approach to image descriptor combination

Zhou, Jun; Fu, Zhouyu; Robles-Kelly, Antonio


In this study, the authors address the problem of combining descriptors for purposes of object categorisation and classification. The authors cast the problem in a structured learning setting by viewing the classifier bank and the codewords used in the categorisation and classification tasks as random fields. In this manner, the authors can abstract the problem into a graphical model setting, in which the fusion operation is a transformation over the field of descriptors and classifiers. Thus,...[Show more]

CollectionsANU Research Publications
Date published: 2011
Type: Journal article
Source: IET Computer Vision
DOI: 10.1049/iet-cvi.2010.0080


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