• Opto-Electronic Engineering
  • Vol. 34, Issue 8, 121 (2007)
[in Chinese], [in Chinese], [in Chinese], and [in Chinese]
Author Affiliations
  • [in Chinese]
  • show less
    DOI: Cite this Article
    [in Chinese], [in Chinese], [in Chinese], [in Chinese]. Improved non-negative matrix factorization and its application to face recognition[J]. Opto-Electronic Engineering, 2007, 34(8): 121 Copy Citation Text show less
    References

    [1] Phillips P J,Grother P,Micheals R J,et al.Face recognition vendor test 2002:Evaluation report.Technical Report,NISTIR 6965[R].Gaithersburg,MD:National Institute of Standards and Technology,2003.

    [2] Lee D D,Seung H S.Learning the parts of objects by non-negative matrix factorization[J].Nature,1999,401(6755):788-791.

    [3] Guillamet D,Vitria J,Schiele B.Introducing a weighted non-negative matrix factorization for image classification[J].Pattern Recognition Letters,2003,24(14):2447-2454.

    [4] Belhumeur P N,Hespanha J P,Kriegman D J.Eigenfaces vs fisherfaces:recognition using class specific linear projection[J].IEEE Trans.Pattern Anal.Machine Intell,1997,19(7):711-720.

    [5] Jain A K,Duin R,Mao J.Statistical pattern recognition:a review[J].IEEE Trans Pattern Anal.Machine Intell,2000,22(1):711-720.

    [6] Zheng W S,Lai J H,Yuen P C.GA-Fisher:A New LDA-Based Face Recognition Algorithm With Selection of Principal Components[J].IEEE Transactions on Systems,Man and Cybernetics-Part B:Cybernetics,2005,35(5):1065-1078.

    [7] Lee D D,Seung H S.Algorithms for non-negative matrix factorization[A].Advances in Neural Information Processing Systems[C].Cambridge,MA,USA:MIT Press,2001,13:556-562.

    [8] LIU Wei-xiang,ZHENG Nan-ning.Non-negative factorization based methods for coding[A].Proc.IEEE Workshop on Neural Netw.Signal Process[C].Martigny,Valais,Switzerland:IEEE,2002:557-565.

    [9] Buciu I,Pitas I.Application of nonnegative and local non negative matrix factorization to facial expression recognition[A].Proceedings of the 17th International Conference on Pattern Recognition[C].Cambridge,U.K:IEEE,2004:557-565.

    [10] Feng T,Li S Z,Shum H Y,et al.Local non-negative matrix factorization as a visual representation[A].Proceedings of the 2nd International Conference on Development and Learning[C].Cambridge,U.K:IEEE,2002:178-183.

    [11] WANG Y,JIA Y.Non-Negative Matrix Factorization Framework For Face Recognition[J].International Journal of Pattern Recognition and Artificial Intelligence,2005,19(4):495-511.

    [12] Hoyer P O.Non-negative sparse coding[A].Proc.IEEE Workshop on Neural Netw.Signal Process[C].Martigny,Valais,Switzerland:IEEE,2002:557-565.

    [13] Hallinan P.A Deformable Model for Face Recognition Under Arbitrary Lighting Conditions[D].Cambridge,MA,USA:Havard University,1995.

    [in Chinese], [in Chinese], [in Chinese], [in Chinese]. Improved non-negative matrix factorization and its application to face recognition[J]. Opto-Electronic Engineering, 2007, 34(8): 121
    Download Citation