메뉴 건너뛰기




Volumn 16, Issue 9, 2012, Pages 1515-1523

Face recognition via local preserving average neighborhood margin maximization and extreme learning machine

Author keywords

ELM; Face recognition; LPANMM

Indexed keywords

APPEARANCE BASED; DATA MANIFOLDS; ELM; EXTREME LEARNING MACHINE; FACE DATABASE; FEATURE SPACE; INITIAL VALUES; LOCAL PRESERVING; LOCAL STRUCTURE; LPANMM; MAXIMUM MARGIN; SINGLE-HIDDEN LAYER FEEDFORWARD NEURAL NETWORKS; TEST DATA; TRAINING ERRORS;

EID: 84865802081     PISSN: 14327643     EISSN: 14337479     Source Type: Journal    
DOI: 10.1007/s00500-012-0818-4     Document Type: Article
Times cited : (11)

References (31)
  • 1
    • 0036856989 scopus 로고    scopus 로고
    • Face recognition by independent component analysis
    • Bartlett M, Movellan J, Sejnowski T (2002) Face recognition by independent component analysis. IEEE Trans Neural Netw 13(6): 1450-1464.
    • (2002) IEEE Trans Neural Netw , vol.13 , Issue.6 , pp. 1450-1464
    • Bartlett, M.1    Movellan, J.2    Sejnowski, T.3
  • 2
    • 0032028728 scopus 로고    scopus 로고
    • The sample complexity of pattern classification with neural networks: the size of the weights is more important than the size of the network
    • Bartlett P (1998) The sample complexity of pattern classification with neural networks: the size of the weights is more important than the size of the network. IEEE Trans Inf Theory 44(2): 525-536.
    • (1998) IEEE Trans Inf Theory , vol.44 , Issue.2 , pp. 525-536
    • Bartlett, P.1
  • 3
    • 0031185845 scopus 로고    scopus 로고
    • Eigenfaces vs. fisherfaces: recognition using class specific linear projection
    • Belhumeur P, Hespanha J, Kriegman D (1997) Eigenfaces vs. fisherfaces: recognition using class specific linear projection. IEEE Trans Pattern Anal Mach Intell 19(7): 711-720.
    • (1997) IEEE Trans Pattern Anal Mach Intell , vol.19 , Issue.7 , pp. 711-720
    • Belhumeur, P.1    Hespanha, J.2    Kriegman, D.3
  • 4
    • 0042378381 scopus 로고    scopus 로고
    • Laplacian eigenmaps for dimensionality reduction and data representation
    • Belkin M, Niyogi P (2003) Laplacian eigenmaps for dimensionality reduction and data representation. Neural comput 15(6): 1373-1396.
    • (2003) Neural Comput , vol.15 , Issue.6 , pp. 1373-1396
    • Belkin, M.1    Niyogi, P.2
  • 6
    • 84865706018 scopus 로고    scopus 로고
    • Handwritten character recognition using wavelet energy and extreme learning machine
    • Chacko B, Vimal Krishnan V, Raju G, Babu Anto P (2011) Handwritten character recognition using wavelet energy and extreme learning machine. Int J Mach Learn Cybern 1-13.
    • (2011) Int J Mach Learn Cybern , pp. 1-13
    • Chacko, B.1    Vimal, K.V.2    Raju, G.3    Babu, A.P.4
  • 7
    • 0034300875 scopus 로고    scopus 로고
    • A new LDA-based face recognition system which can solve the small sample size problem
    • Chen L, Liao H, Ko M, Lin J, Yu G (2000) A new LDA-based face recognition system which can solve the small sample size problem. Pattern Recognit 33(10): 1713-1726.
    • (2000) Pattern Recognit , vol.33 , Issue.10 , pp. 1713-1726
    • Chen, L.1    Liao, H.2    Ko, M.3    Lin, J.4    Yu, G.5
  • 8
    • 0036522825 scopus 로고    scopus 로고
    • Regularized discriminant analysis and its application to face recognition
    • Dai D, Yuen P (2003) Regularized discriminant analysis and its application to face recognition. Pattern Recognit Lett 36(3): 845-848.
    • (2003) Pattern Recognit Lett , vol.36 , Issue.3 , pp. 845-848
    • Dai, D.1    Yuen, P.2
  • 12
    • 0037361264 scopus 로고    scopus 로고
    • Learning capability and storage capacity of two-hidden-layer feedforward networks
    • Huang G (2003) Learning capability and storage capacity of two-hidden-layer feedforward networks. IEEE Trans Neural Netw 14(2): 274-281.
    • (2003) IEEE Trans Neural Netw , vol.14 , Issue.2 , pp. 274-281
    • Huang, G.1
  • 13
    • 78649492473 scopus 로고    scopus 로고
    • Optimization method based extreme learning machine for classification
    • Huang G, Ding X, Zhou H (2010) Optimization method based extreme learning machine for classification. Neurocomputing 74: 155-163.
    • (2010) Neurocomputing , vol.74 , pp. 155-163
    • Huang, G.1    Ding, X.2    Zhou, H.3
  • 15
    • 33745903481 scopus 로고    scopus 로고
    • Extreme learning machine: theory and applications
    • Huang G, Zhu Q, Siew C (2006) Extreme learning machine: theory and applications. Neurocomputing 70: 489-501.
    • (2006) Neurocomputing , vol.70 , pp. 489-501
    • Huang, G.1    Zhu, Q.2    Siew, C.3
  • 16
    • 34548463136 scopus 로고    scopus 로고
    • Principal component analysis
    • Jolliffe I (2002) Principal component analysis. Springer.
    • (2002) Springer
    • Jolliffe, I.1
  • 17
    • 81255152339 scopus 로고    scopus 로고
    • Positive and negative fuzzy rule system, extreme learning machine and image classification
    • Jun W, Shitong W, Chung F (2011) Positive and negative fuzzy rule system, extreme learning machine and image classification. Int J Mach Learn Cybern 2: 261-271.
    • (2011) Int J Mach Learn Cybern , vol.2 , pp. 261-271
    • Jun, W.1    Shitong, W.2    Chung, F.3
  • 18
    • 34047174077 scopus 로고    scopus 로고
    • A fast and accurate online sequential learning algorithm for feedforward networks
    • Liang N, Huang G, Saratchandran P, Sundararajan N (2006) A fast and accurate online sequential learning algorithm for feedforward networks. IEEE Trans Neural Netw 17(6): 1411-1423.
    • (2006) IEEE Trans Neural Netw , vol.17 , Issue.6 , pp. 1411-1423
    • Liang, N.1    Huang, G.2    Saratchandran, P.3    Sundararajan, N.4
  • 19
    • 10044254164 scopus 로고    scopus 로고
    • Regularization studies of linear discriminant analysis in small sample size scenarios with application to face recognition
    • Lu J, Plataniotis K, Venetsanopoulos A (2005) Regularization studies of linear discriminant analysis in small sample size scenarios with application to face recognition. Pattern Recogn Lett 26(2): 181-191.
    • (2005) Pattern Recogn Lett , vol.26 , Issue.2 , pp. 181-191
    • Lu, J.1    Plataniotis, K.2    Venetsanopoulos, A.3
  • 20
    • 81255185845 scopus 로고    scopus 로고
    • Performance evaluation and comparison of pca based human face recognition methods for distorted images
    • Poon B, Ashraful Amin M, Yan H (2011) Performance evaluation and comparison of pca based human face recognition methods for distorted images. Int J Mach Learn Cybern 2: 245-259.
    • (2011) Int J Mach Learn Cybern , vol.2 , pp. 245-259
    • Poon, B.1    Ashraful, A.M.2    Yan, H.3
  • 21
    • 0034704222 scopus 로고    scopus 로고
    • Nonlinear dimensionality reduction by locally linear embedding
    • Roweis S, Saul L (2000) Nonlinear dimensionality reduction by locally linear embedding. Sci Agric 290(5500): 2323.
    • (2000) Sci Agric , vol.290 , Issue.5500 , pp. 2323
    • Roweis, S.1    Saul, L.2
  • 22
    • 0030214923 scopus 로고    scopus 로고
    • Using discriminant eigenfeatures for image retrieval
    • Swets D, Weng J (1996) Using discriminant eigenfeatures for image retrieval. IEEE Trans Pattern Anal Mach Intell 18(8): 831-836.
    • (1996) IEEE Trans Pattern Anal Mach Intell , vol.18 , Issue.8 , pp. 831-836
    • Swets, D.1    Weng, J.2
  • 23
    • 0031100287 scopus 로고    scopus 로고
    • Capabilities of a four-layered feedforward neural network: Four layers versus three
    • Tamura S, Tateishi M (1997) Capabilities of a four-layered feedforward neural network: Four layers versus three. IEEE Trans Neural Netw 8(2): 251-255.
    • (1997) IEEE Trans Neural Netw , vol.8 , Issue.2 , pp. 251-255
    • Tamura, S.1    Tateishi, M.2
  • 24
    • 0034704229 scopus 로고    scopus 로고
    • A global geometric framework for nonlinear dimensionality reduction
    • Tenenbaum J, Silva V, Langford J (2000) A global geometric framework for nonlinear dimensionality reduction. Sci Agric 290(5500): 2319.
    • (2000) Sci Agric , vol.290 , Issue.5500 , pp. 2319
    • Tenenbaum, J.1    Silva, V.2    Langford, J.3
  • 26
    • 67649403117 scopus 로고    scopus 로고
    • Marginface: a novel face recognition method by average neighborhood margin maximization
    • Wang F, Wang X, Zhang D, Zhang C, Li T (2009) Marginface: a novel face recognition method by average neighborhood margin maximization. Pattern Recogn Lett 42(11): 2863-2875.
    • (2009) Pattern Recogn Lett , vol.42 , Issue.11 , pp. 2863-2875
    • Wang, F.1    Wang, X.2    Zhang, D.3    Zhang, C.4    Li, T.5
  • 28
    • 80051593049 scopus 로고    scopus 로고
    • Upper integral network with extreme learning mechanism
    • Wang X, Chen A, Feng H (2011) Upper integral network with extreme learning mechanism. Neurocomputing.
    • (2011) Neurocomputing
    • Wang, X.1    Chen, A.2    Feng, H.3
  • 29
    • 67149088596 scopus 로고    scopus 로고
    • Improving generalization of fuzzy if-then rules by maximizing fuzzy entropy
    • Wang X, Dong C (2009) Improving generalization of fuzzy if-then rules by maximizing fuzzy entropy. IEEE Trans Fuzzy Syst 17(3): 556-567.
    • (2009) IEEE Trans Fuzzy Syst , vol.17 , Issue.3 , pp. 556-567
    • Wang, X.1    Dong, C.2
  • 30
    • 84860227715 scopus 로고    scopus 로고
    • Maximum ambiguity based sample selection in fuzzy decision tree induction
    • Wang X, Dong L, Yan J (2011) Maximum ambiguity based sample selection in fuzzy decision tree induction. IEEE Trans Knowl Data Eng.
    • (2011) IEEE Trans Knowl Data Eng
    • Wang, X.1    Dong, L.2    Yan, J.3
  • 31
    • 84865732939 scopus 로고    scopus 로고
    • An innovative face image enhancement based on principal component analysis
    • Xu X, Liu W, Venkatesh S (2011) An innovative face image enhancement based on principal component analysis. Int J Mach Learn Cybern 1-9.
    • (2011) Int J Mach Learn Cybern , pp. 1-9
    • Xu, X.1    Liu, W.2    Venkatesh, S.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.