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ICASSP
2011
IEEE

Joint dictionary learning and topic modeling for image clustering

12 years 7 months ago
Joint dictionary learning and topic modeling for image clustering
A new Bayesian model is proposed, integrating dictionary learning and topic modeling into a unified framework. The model is applied to cluster multiple images, and a subset of the images may be annotated. Example results are presented on the MNIST digit data and on the Microsoft MSRC multi-scene image data. These results reveal the working mechanisms of the model and demonstrate state-of-theart performance.
Lingbo Li, Mingyuan Zhou, Eric Wang, Lawrence Cari
Added 21 Aug 2011
Updated 21 Aug 2011
Type Journal
Year 2011
Where ICASSP
Authors Lingbo Li, Mingyuan Zhou, Eric Wang, Lawrence Carin
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