메뉴 건너뛰기




Volumn 41, Issue 1, 2008, Pages 378-395

Fractional order singular value decomposition representation for face recognition

Author keywords

Face recognition; Face representation (FR); Fractional order singular value decomposition representation (FSVDR); Intermediate representation (IR); Singular value decomposition (SVD)

Indexed keywords

PRINCIPAL COMPONENT ANALYSIS; SENSITIVITY ANALYSIS; SINGULAR VALUE DECOMPOSITION;

EID: 34548024906     PISSN: 00313203     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patcog.2007.03.027     Document Type: Article
Times cited : (44)

References (46)
  • 2
    • 0029304865 scopus 로고
    • Human and machine recognition of faces: a survey
    • Chellappa R., Wilson C.L., and Sirohey S. Human and machine recognition of faces: a survey. Proc. IEEE 83 5 (1995) 705-740
    • (1995) Proc. IEEE , vol.83 , Issue.5 , pp. 705-740
    • Chellappa, R.1    Wilson, C.L.2    Sirohey, S.3
  • 6
    • 0029701988 scopus 로고    scopus 로고
    • I. Cox, P. Yianilos, Feature-based face recognition using mixture distance, in: IEEE Conference on Computer Vision and Pattern Recognition, 1996, pp. 209-216.
  • 7
    • 0015064720 scopus 로고
    • Identification of human faces
    • Goldstein A., Harmon L., and Lesk A. Identification of human faces. Proc. IEEE 59 5 (1971) 748-760
    • (1971) Proc. IEEE , vol.59 , Issue.5 , pp. 748-760
    • Goldstein, A.1    Harmon, L.2    Lesk, A.3
  • 8
    • 0026755044 scopus 로고
    • Automatic recognition and analysis of human faces and facial expressions: a survey
    • Goldstein A., and Iyengar P. Automatic recognition and analysis of human faces and facial expressions: a survey. Pattern Recognition 25 (1992) 65-77
    • (1992) Pattern Recognition , vol.25 , pp. 65-77
    • Goldstein, A.1    Iyengar, P.2
  • 9
    • 0018241558 scopus 로고    scopus 로고
    • L. Harmon, S. Kuo, P. Ramig, U. Raudkivi, Identification of human face profiles by computer, Pattern Recognition (10) (1978) 301-312.
  • 14
    • 84905372381 scopus 로고    scopus 로고
    • W. Zhao, R. Chellappa, A. Krishnaswamy, Discriminant analysis of principal components for face recognition, in: International Conference on Automatic Face and Gesture Recognition, 1998, pp. 336-341.
  • 15
    • 34548018489 scopus 로고    scopus 로고
    • W. Zhao, R. Chellappa, P.J. Phillips, Subspace linear discriminant analysis for face recognition, Technical Report, Center for Automation Research, University of Maryland, 1999.
  • 16
    • 17444392293 scopus 로고    scopus 로고
    • Kernel and subspace for computer vision
    • Leonardis A., and Bischof H. Kernel and subspace for computer vision. Pattern Recognition 36 9 (2003) 1925
    • (2003) Pattern Recognition , vol.36 , Issue.9 , pp. 1925
    • Leonardis, A.1    Bischof, H.2
  • 19
    • 0025236073 scopus 로고
    • Application of the Karhunen-Loeve procedure for the characterization of human faces
    • Kirby M., and Sirovich L. Application of the Karhunen-Loeve procedure for the characterization of human faces. IEEE Trans. Pattern Anal. Mach. Intell. 12 (1990) 103-108
    • (1990) IEEE Trans. Pattern Anal. Mach. Intell. , vol.12 , pp. 103-108
    • Kirby, M.1    Sirovich, L.2
  • 21
    • 0000764772 scopus 로고
    • The use of multiple measures in taxonomic problems
    • Fisher R.A. The use of multiple measures in taxonomic problems. Ann. Eugen. 7 (1936) 179-188
    • (1936) Ann. Eugen. , vol.7 , pp. 179-188
    • Fisher, R.A.1
  • 22
    • 0742268833 scopus 로고    scopus 로고
    • Two-dimensional pca: a new approach to appearance-based face representation and recognition
    • Yang J., Zhang D., et al. Two-dimensional pca: a new approach to appearance-based face representation and recognition. IEEE Trans. Pattern Anal. Mach. Intell. 26 1 (2004) 131-137
    • (2004) IEEE Trans. Pattern Anal. Mach. Intell. , vol.26 , Issue.1 , pp. 131-137
    • Yang, J.1    Zhang, D.2
  • 23
    • 14344249521 scopus 로고    scopus 로고
    • J. Ye, Generalized low rank approximation of matrices, in: International Conference on Machine Learning, pp. 2004, pp. 887-894.
  • 24
    • 33748077128 scopus 로고    scopus 로고
    • Non-iterative generalized low rank approximation of matrices
    • Liu J., and Chen S. Non-iterative generalized low rank approximation of matrices. Pattern Recognition Lett. 27 9 (2006) 1002-1008
    • (2006) Pattern Recognition Lett. , vol.27 , Issue.9 , pp. 1002-1008
    • Liu, J.1    Chen, S.2
  • 25
    • 0031185845 scopus 로고    scopus 로고
    • Eigenfaces vs. Fisherfaces: recognition using class specific linear projection
    • Belhumeur P., Hespanha J., and Kriegman D.J. Eigenfaces vs. Fisherfaces: recognition using class specific linear projection. IEEE Trans. Pattern Anal. Mach. Intell. 19 7 (1997) 711-720
    • (1997) IEEE Trans. Pattern Anal. Mach. Intell. , vol.19 , Issue.7 , pp. 711-720
    • Belhumeur, P.1    Hespanha, J.2    Kriegman, D.J.3
  • 26
    • 0030214923 scopus 로고    scopus 로고
    • Using discriminant eigenfeatures for image retrieval
    • Swets D., and Weng J. Using discriminant eigenfeatures for image retrieval. IEEE Trans. Pattern Anal. Mach. Intell. 18 (1996) 831-836
    • (1996) IEEE Trans. Pattern Anal. Mach. Intell. , vol.18 , pp. 831-836
    • Swets, D.1    Weng, J.2
  • 28
    • 33644922123 scopus 로고    scopus 로고
    • Discriminant common vecotors versus neighbourhood components analysis and laplacianfaces: a comparative study in small sample size problem
    • Liu J., and Chen S. Discriminant common vecotors versus neighbourhood components analysis and laplacianfaces: a comparative study in small sample size problem. Image Vision Comput. 24 3 (2006) 249-262
    • (2006) Image Vision Comput. , vol.24 , Issue.3 , pp. 249-262
    • Liu, J.1    Chen, S.2
  • 29
    • 33745616827 scopus 로고    scopus 로고
    • J. Liu, S. Chen, Resampling lda/qr and pca+lda for face recognition, in: The 18th Australian Joint Conference on Artificial Intelligence, 2005, pp. 1221-1224.
  • 30
    • 21244494853 scopus 로고    scopus 로고
    • A two-stage linear discriminant analysis via qr-decomposition
    • Ye J., and Li Q. A two-stage linear discriminant analysis via qr-decomposition. IEEE Trans. Pattern Anal. Mach. Intell. 27 6 (2005) 929-941
    • (2005) IEEE Trans. Pattern Anal. Mach. Intell. , vol.27 , Issue.6 , pp. 929-941
    • Ye, J.1    Li, Q.2
  • 31
    • 0036543747 scopus 로고    scopus 로고
    • Gabor feature based classification using the enhanced Fisher linear discriminant model for face recognition
    • Liu C., and Wechsler H. Gabor feature based classification using the enhanced Fisher linear discriminant model for face recognition. IEEE Trans. Image Process. 11 4 (2002) 467-476
    • (2002) IEEE Trans. Image Process. , vol.11 , Issue.4 , pp. 467-476
    • Liu, C.1    Wechsler, H.2
  • 32
    • 0041523978 scopus 로고    scopus 로고
    • Independent component analysis of gabor features for face recognition
    • Liu C., and Wechsler H. Independent component analysis of gabor features for face recognition. IEEE Trans. Neural Networks 14 4 (2003) 919-928
    • (2003) IEEE Trans. Neural Networks , vol.14 , Issue.4 , pp. 919-928
    • Liu, C.1    Wechsler, H.2
  • 33
    • 0033882353 scopus 로고    scopus 로고
    • Robust coding schemes for indexing and retrieval from large facedatabases
    • Liu C., and Wechsler H. Robust coding schemes for indexing and retrieval from large facedatabases. IEEE Trans. Image Process. 9 (2000) 132-137
    • (2000) IEEE Trans. Image Process. , vol.9 , pp. 132-137
    • Liu, C.1    Wechsler, H.2
  • 35
    • 19344375792 scopus 로고    scopus 로고
    • High-speed face recognition based on discrete cosine transform and rbf neural networks
    • Er M.J., Chen W., and Wu S. High-speed face recognition based on discrete cosine transform and rbf neural networks. IEEE Trans. Neural Networks 16 3 (2005) 679-691
    • (2005) IEEE Trans. Neural Networks , vol.16 , Issue.3 , pp. 679-691
    • Er, M.J.1    Chen, W.2    Wu, S.3
  • 36
    • 0025794601 scopus 로고
    • Algebraic feature extraction of image for recognition
    • Hong Z. Algebraic feature extraction of image for recognition. Pattern Recognition 24 (1991) 211-219
    • (1991) Pattern Recognition , vol.24 , pp. 211-219
    • Hong, Z.1
  • 37
    • 0026746934 scopus 로고    scopus 로고
    • Y. Cheng, K. Liu, J. Yang, Y. Zhuang, N. Gu, Human face recognition method based on the statistical model of small sample size, in: Intelligent Robots and Computer Vision X: Algorithms and Techniques, 1991, pp. 85-95.
  • 38
    • 0036522690 scopus 로고    scopus 로고
    • Do singular values contain adequate information for face recognition
    • Tian Y., Tan T., Wang Y., and Fang Y. Do singular values contain adequate information for face recognition. Pattern Recognition 36 3 (2003) 649-655
    • (2003) Pattern Recognition , vol.36 , Issue.3 , pp. 649-655
    • Tian, Y.1    Tan, T.2    Wang, Y.3    Fang, Y.4
  • 39
    • 13544269260 scopus 로고    scopus 로고
    • A new face recognition method based on svd perturbation for single example image per person
    • Zhang D., Chen S., and Zhou Z. A new face recognition method based on svd perturbation for single example image per person. Appl. Math. Comput. 163 2 (2005) 895-907
    • (2005) Appl. Math. Comput. , vol.163 , Issue.2 , pp. 895-907
    • Zhang, D.1    Chen, S.2    Zhou, Z.3
  • 40
    • 30144436546 scopus 로고    scopus 로고
    • Where are linear feature extraction methods applicable
    • Martinez A.M., and Zhu M. Where are linear feature extraction methods applicable. IEEE Trans. Pattern Anal. Mach. Intell. 27 12 (2005) 1934-1944
    • (2005) IEEE Trans. Pattern Anal. Mach. Intell. , vol.27 , Issue.12 , pp. 1934-1944
    • Martinez, A.M.1    Zhu, M.2
  • 42
    • 34548021386 scopus 로고    scopus 로고
    • A.M. Martinez, R. Benavente, The ar face database, Technical Report, CVC, 1998.
  • 43
    • 0032045780 scopus 로고    scopus 로고
    • The feret database and evaluation procedure for face recognition algorithms
    • Phillips P.J., Wechsler H., Huang J., and Rauss P. The feret database and evaluation procedure for face recognition algorithms. Image Vision Comput. 16 5 (1998) 295-306
    • (1998) Image Vision Comput. , vol.16 , Issue.5 , pp. 295-306
    • Phillips, P.J.1    Wechsler, H.2    Huang, J.3    Rauss, P.4
  • 44
    • 84886610644 scopus 로고    scopus 로고
    • D. Bolme, J. Beveridge, M. Teixeira, B. Draper, The csu face identification evaluation system: its purpose, features and structure, in: Third International Conference on Computer Vision Systems, 2003, pp. 303-311.
  • 45
    • 0036603236 scopus 로고    scopus 로고
    • Recognizing imprecisely localized, partially occluded, and expression variant faces from a single sample per class
    • Martinez A.M. Recognizing imprecisely localized, partially occluded, and expression variant faces from a single sample per class. IEEE Trans. Pattern Anal. Mach. Intell. 25 6 (2002) 748-763
    • (2002) IEEE Trans. Pattern Anal. Mach. Intell. , vol.25 , Issue.6 , pp. 748-763
    • Martinez, A.M.1
  • 46
    • 23044454334 scopus 로고    scopus 로고
    • Recognizing partially occluded, expression variant faces from single training image per person with som and soft knn ensemble
    • Tan X., Chen S., Zhou Z., and Zhang F. Recognizing partially occluded, expression variant faces from single training image per person with som and soft knn ensemble. IEEE Trans. Neural Networks 16 4 (2005) 875-886
    • (2005) IEEE Trans. Neural Networks , vol.16 , Issue.4 , pp. 875-886
    • Tan, X.1    Chen, S.2    Zhou, Z.3    Zhang, F.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.