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2008

Shared Segmentation of Natural Scenes Using Dependent Pitman-Yor Processes

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Shared Segmentation of Natural Scenes Using Dependent Pitman-Yor Processes
We develop a statistical framework for the simultaneous, unsupervised segmentation and discovery of visual object categories from image databases. Examining a large set of manually segmented scenes, we show that object frequencies and segment sizes both follow power law distributions, which are well modeled by the Pitman
Erik B. Sudderth, Michael I. Jordan
Added 29 Oct 2010
Updated 29 Oct 2010
Type Conference
Year 2008
Where NIPS
Authors Erik B. Sudderth, Michael I. Jordan
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