Supervised non-negative matrix factorization based latent semantic image indexing

Dong Liang; Jie Yang; Yuchou Chang

Journals >Chinese Optics Letters >Volume 4 >Issue 5 >Page 05272 > Article

Chinese Optics Letters
Vol. 4, Issue 5, 05272 (2006)

Supervised non-negative matrix factorization based latent semantic image indexing

Dong Liang^*, Jie Yang, and Yuchou Chang

Author Affiliations

Institute of Image Processing and Pattern Recognition, Shanghai Jiao Tong University, Shanghai 200240201800

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Dong Liang, Jie Yang, Yuchou Chang. Supervised non-negative matrix factorization based latent semantic image indexing[J]. Chinese Optics Letters, 2006, 4(5): 05272 Copy Citation Text

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References

[1] Z. Pecenovic, Image Retrieval Using Latent Semantic Indexing M. Sc. Thesis (Swiss Federal Institute of Technology, Lausanne, 1997).

[2] W. Xu, X. Liu, and Y. Gong, SIGIR Forum (Toronto, Canada, 2003) p.267.

[3] D. D. Lee and H. S. Seung, Nature 401, 788 (1999).

[4] S. Wild, J. Curry, and A. Dougherty, Pattern Recognition 37, 2217 (2004).

[5] I. S. Dhillon and D. S. Modha, Machine Learning 42, 143 (2001).

[6] D. Guillamet and J. Vitria, in Proceedings of 11th International Conference on Image Analysis and Processing 256 (2001).

[7] R. Zhao and W. I. Grosky, Pattern Recognition 35, 593 (2002).

[8] S.-O. Shim and T.-S. Choi, in Proceedings of IEEE International Conference on Image Processing 493 (2003).

Dong Liang, Jie Yang, Yuchou Chang. Supervised non-negative matrix factorization based latent semantic image indexing[J]. Chinese Optics Letters, 2006, 4(5): 05272

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