Jiang, Wei; Xie, Lexing; Chang, Shih-Fu
We propose novel algorithms for organizing large image and video datasets using both the visual content and the associated side-information, such as time, location, authorship, and so on. Earlier research have used side-information as pre-filter before visual analysis is performed, and we design a machine learning algorithm to model the join statistics of the content and the side information. Our algorithm, Diverse-Density Contextual Clustering (D2C2), starts by finding unique patterns for each...[Show more]
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