Dual graph-regularized Constrained Nonnegative Matrix Factorization for Image Clustering

Jing Sun; Xibiao Cai; Fuming Sun; Richang Hong

doi:10.3837/tiis.2017.05.017

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Dual graph-regularized Constrained Nonnegative Matrix Factorization for Image Clustering

Jing Sun Xibiao Cai Fuming Sun Richang Hong

Year: 2017 Journal: KSII Transactions on Internet and Information Systems Vol: 11 (5) Publisher: Korea Society of Internet Information

DOI: 10.3837/tiis.2017.05.017

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Keywords:

Computer science Non-negative matrix factorization Dual (grammatical number) Cluster analysis Graph Nonnegative matrix Matrix decomposition Artificial intelligence Symmetric matrix Theoretical computer science Eigenvalues and eigenvectors

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Face and Expression Recognition

Physical Sciences → Computer Science → Computer Vision and Pattern Recognition

Image Retrieval and Classification Techniques

Physical Sciences → Computer Science → Computer Vision and Pattern Recognition

Advanced Computing and Algorithms

Social Sciences → Social Sciences → Urban Studies

Dual graph-regularized Constrained Nonnegative Matrix Factorization for Image Clustering

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