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Volumn 14, Issue 6, 2010, Pages 559-570

Human face recognition using fuzzy multilayer perceptron

Author keywords

Artificial neural network; Face recognition; Feature extraction; Fuzzy multilayer perceptron; Gabor wavelets; Multilayer perceptron

Indexed keywords

ARTIFICIAL NEURAL NETWORK; DECISION SURFACES; FACE DATABASE; FACE IMAGES; FEATURE SETS; FEATURE VECTORS; FREQUENCY DOMAINS; FUZZIFICATIONS; GABOR WAVELET TRANSFORMATION; GABOR WAVELET TRANSFORMS; GABOR WAVELETS; HUMAN FACE RECOGNITION; LOCAL ORIENTATIONS; MULTI LAYER PERCEPTRON; NEW APPROACHES; NONLINEAR MANIFOLDS; NOVEL METHODS; ORL FACE DATABASE; RECOGNITION RATES;

EID: 77952879647     PISSN: 14327643     EISSN: 14337479     Source Type: Journal    
DOI: 10.1007/s00500-009-0426-0     Document Type: Article
Times cited : (42)

References (45)
  • 2
    • 0036856989 scopus 로고    scopus 로고
    • Face recognition by independent component analysis
    • doi:10.1109/TNN.2002.804287
    • Bartlett MS, Movellan JR, Sejnowski TJ (2002) Face recognition by independent component analysis. IEEE Trans Neural Netw 13(6): 1450-1464. doi: 10. 1109/TNN. 2002. 804287.
    • (2002) IEEE Trans Neural Netw , vol.13 , Issue.6 , pp. 1450-1464
    • Bartlett, M.S.1    Movellan, J.R.2    Sejnowski, T.J.3
  • 3
    • 39749181720 scopus 로고    scopus 로고
    • A face recognition system based on Pseudo 2D HMM applied to neural network coefficients
    • Bevilacqua V, Cariello L, Carro G, Daleno D, Mastronardi G (2008) A face recognition system based on Pseudo 2D HMM applied to neural network coefficients. Soft Comput J 12: 615-621.
    • (2008) Soft Comput J , vol.12 , pp. 615-621
    • Bevilacqua, V.1    Cariello, L.2    Carro, G.3    Daleno, D.4    Mastronardi, G.5
  • 4
    • 77952882245 scopus 로고    scopus 로고
    • Integration of kernel and DCT coefficient fuzzy matching for human face recognition
    • Bhattacharjee D, Basu DK, Nasipuri M, Kundu M (2002) Integration of kernel and DCT coefficient fuzzy matching for human face recognition. Found Comput Decis Sci J Pol 27(2): 61-76.
    • (2002) Found Comput Decis Sci J Pol , vol.27 , Issue.2 , pp. 61-76
    • Bhattacharjee, D.1    Basu, D.K.2    Nasipuri, M.3    Kundu, M.4
  • 9
    • 0036565011 scopus 로고    scopus 로고
    • Face recognition with radial basis function neural networks
    • doi:10.1109/TNN.2002.1000134
    • Er MJ, Shiqian W, Juwei L, Hock LT (2002) Face recognition with radial basis function neural networks. IEEE Trans Neural Netw 13(3): 697-709. doi: 10. 1109/TNN. 2002. 1000134.
    • (2002) IEEE Trans Neural Netw , vol.13 , Issue.3 , pp. 697-709
    • Er, M.J.1    Shiqian, W.2    Juwei, L.3    Hock, L.T.4
  • 10
    • 19344375792 scopus 로고    scopus 로고
    • High-speed face recognition based on discrete cosine transform and RBF neural networks
    • doi:10.1109/TNN.2005.844909
    • Er MJ, Chen W, Wu S (2005) High-speed face recognition based on discrete cosine transform and RBF neural networks. IEEE Trans Neural Netw 16(3): 679-691. doi: 10. 1109/TNN. 2005. 844909.
    • (2005) IEEE Trans Neural Netw , vol.16 , Issue.3 , pp. 679-691
    • Er, M.J.1    Chen, W.2    Wu, S.3
  • 11
    • 0442296749 scopus 로고    scopus 로고
    • An improved face recognition technique based on modular PCA approach
    • doi:10.1016/j.patrec.2003.11.005
    • Gottumukkal R, Asari VK (2004) An improved face recognition technique based on modular PCA approach. Pattern Recognit Lett 25: 429-436. doi: 10. 1016/j. patrec. 2003. 11. 005.
    • (2004) Pattern Recognit Lett , vol.25 , pp. 429-436
    • Gottumukkal, R.1    Asari, V.K.2
  • 12
    • 47349094017 scopus 로고    scopus 로고
    • Face recognition using multiscale Gabor wavelet
    • Huang L, Zhang Z (2007) Face recognition using multiscale Gabor wavelet. In: Proceedings of IEEE PACRIM'07, pp 280-283.
    • (2007) Proceedings of IEEE PACRIM'07 , pp. 280-283
    • Huang, L.1    Zhang, Z.2
  • 13
    • 0029732782 scopus 로고    scopus 로고
    • Face recognition using a hybrid supervised/unsupervised neural network
    • doi:10.1016/0167-8655(95)00089-5
    • Intrator N, Reisfeld D, Yeshurun Y (1996) Face recognition using a hybrid supervised/unsupervised neural network. Pattern Recognit Lett 17: 67-76. doi: 10. 1016/0167-8655(95)00089-5.
    • (1996) Pattern Recognit Lett , vol.17 , pp. 67-76
    • Intrator, N.1    Reisfeld, D.2    Yeshurun, Y.3
  • 14
    • 0033640646 scopus 로고    scopus 로고
    • Statistical pattern recognition: A review
    • Jain AK, Duin RPW, Mao J (2000) Statistical pattern recognition: a review. IEEE Trans PAMI 22(1): 4-37.
    • (2000) IEEE Trans PAMI , vol.22 , Issue.1 , pp. 4-37
    • Jain, A.K.1    Duin, R.P.W.2    Mao, J.3
  • 15
    • 0022151730 scopus 로고
    • Incorporating fuzzy membership functions into the perceptron algorithm
    • Keller JM, Hunt DJ (1985) Incorporating fuzzy membership functions into the perceptron algorithm. IEEE Trans Pattern Anal Mach Intell 7(6): 693-699.
    • (1985) IEEE Trans Pattern Anal Mach Intell , vol.7 , Issue.6 , pp. 693-699
    • Keller, J.M.1    Hunt, D.J.2
  • 16
    • 15044364586 scopus 로고    scopus 로고
    • Locally linear discriminant analysis for multimodally distributed classes for face recognition with a single model image
    • Kim T, Kittler J (2005) Locally linear discriminant analysis for multimodally distributed classes for face recognition with a single model image. IEEE Trans PAMI 27(3): 318-327.
    • (2005) IEEE Trans PAMI , vol.27 , Issue.3 , pp. 318-327
    • Kim, T.1    Kittler, J.2
  • 19
    • 0029182227 scopus 로고
    • Decision-based neural networks with signal/image classification applications
    • doi:10.1109/72.363439
    • Kung SY, Taur JS (1995) Decision-based neural networks with signal/image classification applications. IEEE Trans Neural Netw 6(1): 170-181. doi: 10. 1109/72. 363439.
    • (1995) IEEE Trans Neural Netw , vol.6 , Issue.1 , pp. 170-181
    • Kung, S.Y.1    Taur, J.S.2
  • 20
    • 0031146959 scopus 로고    scopus 로고
    • Objective functions for training new hidden units in constructive neural network
    • doi:10.1109/72.572102
    • Kwok T, Yeung Y (1997) Objective functions for training new hidden units in constructive neural network. IEEE Trans Neural Netw 8(5): 630-645. doi: 10. 1109/72. 572102.
    • (1997) IEEE Trans Neural Netw , vol.8 , Issue.5 , pp. 630-645
    • Kwok, T.1    Yeung, Y.2
  • 21
    • 0032123224 scopus 로고    scopus 로고
    • An analytic-to-holistic approach for face recognition based on a single frontal view
    • Lam K, Yan H (1998) An analytic-to-holistic approach for face recognition based on a single frontal view. IEEE Trans PAMI 20: 673-686.
    • (1998) IEEE Trans PAMI , vol.20 , pp. 673-686
    • Lam, K.1    Yan, H.2
  • 22
    • 0030737097 scopus 로고    scopus 로고
    • Face recognition: A convolutional neural-network approach
    • doi:10.1109/72.554195
    • Lawrence S, Giles CL, Tsoi AC, Back AD (1997) Face recognition: a convolutional neural-network approach. IEEE Trans Neural Netw 8(1): 98-113. doi: 10. 1109/72. 554195.
    • (1997) IEEE Trans Neural Netw , vol.8 , Issue.1 , pp. 98-113
    • Lawrence, S.1    Giles, C.L.2    Tsoi, A.C.3    Back, A.D.4
  • 23
    • 0033096854 scopus 로고    scopus 로고
    • Face recognition using the nearest feature line method
    • doi:10.1109/72.750575
    • Li SZ, Lu J (1999) Face recognition using the nearest feature line method. IEEE Trans Neural Netw 10(2): 439-443. doi: 10. 1109/72. 750575.
    • (1999) IEEE Trans Neural Netw , vol.10 , Issue.2 , pp. 439-443
    • Li, S.Z.1    Lu, J.2
  • 24
    • 0030871138 scopus 로고    scopus 로고
    • Face recognition/detection by probabilistic decision-based neural network
    • doi:10.1109/72.554196
    • Lin S, Kung S, Lin L (1997) Face recognition/detection by probabilistic decision-based neural network. IEEE Trans Neural Netw 8(1): 114-132. doi: 10. 1109/72. 554196.
    • (1997) IEEE Trans Neural Netw , vol.8 , Issue.1 , pp. 114-132
    • Lin, S.1    Kung, S.2    Lin, L.3
  • 25
    • 3042674061 scopus 로고    scopus 로고
    • Gabor-based kernel PCA with fractional power polynomial models for face recognition
    • Liu C (2004) Gabor-based kernel PCA with fractional power polynomial models for face recognition. IEEE Trans PAMI 26(5): 572-581.
    • (2004) IEEE Trans PAMI , vol.26 , Issue.5 , pp. 572-581
    • Liu, C.1
  • 26
    • 0041523978 scopus 로고    scopus 로고
    • Independent component analysis of Gabor features for face recognition
    • doi:10.1109/TNN.2003.813829
    • Liu C, Wechsler H (2003) Independent component analysis of Gabor features for face recognition. IEEE Trans Neural Netw 14(4): 919-928. doi: 10. 1109/TNN. 2003. 813829.
    • (2003) IEEE Trans Neural Netw , vol.14 , Issue.4 , pp. 919-928
    • Liu, C.1    Wechsler, H.2
  • 27
    • 0033352182 scopus 로고    scopus 로고
    • Automatic classification of single facial images
    • Lyons M, Budynek JJ, Akamatsu S (1999) Automatic classification of single facial images. IEEE Trans PAMI 21(12): 1357-1362.
    • (1999) IEEE Trans PAMI , vol.21 , Issue.12 , pp. 1357-1362
    • Lyons, M.1    Budynek, J.J.2    Akamatsu, S.3
  • 28
    • 0030213052 scopus 로고    scopus 로고
    • Texture features for browsing and retrieval of image data
    • Manjunath BS, Ma WY (1996) Texture features for browsing and retrieval of image data. IEEE Trans PAMI 18(8): 837-842.
    • (1996) IEEE Trans PAMI , vol.18 , Issue.8 , pp. 837-842
    • Manjunath, B.S.1    Ma, W.Y.2
  • 29
    • 84956226983 scopus 로고
    • A convergence theorem for sequential learning in two-layer perceptrons
    • doi:10.1209/0295-5075/11/6/001
    • Marchand M, Golea M, Rujan P (1990) A convergence theorem for sequential learning in two-layer perceptrons. Europhys Lett 11: 487-492. doi: 10. 1209/0295-5075/11/6/001.
    • (1990) Europhys Lett , vol.11 , pp. 487-492
    • Marchand, M.1    Golea, M.2    Rujan, P.3
  • 30
    • 0030141869 scopus 로고    scopus 로고
    • Face recognition using artificial neural network group-based adaptive tolerance (GAT) trees
    • doi:10.1109/72.501715
    • Ming Z, Fulcher J (1996) Face recognition using artificial neural network group-based adaptive tolerance (GAT) trees. IEEE Trans Neural Netw 7(3): 555-567. doi: 10. 1109/72. 501715.
    • (1996) IEEE Trans Neural Netw , vol.7 , Issue.3 , pp. 555-567
    • Ming, Z.1    Fulcher, J.2
  • 32
    • 0032123630 scopus 로고    scopus 로고
    • Evaluation of convolutional neural networks for visual recognition
    • doi:10.1109/72.701181
    • Neubauer C (1998) Evaluation of convolutional neural networks for visual recognition. IEEE Trans Neural Netw 9(1): 685-696. doi: 10. 1109/72. 701181.
    • (1998) IEEE Trans Neural Netw , vol.9 , Issue.1 , pp. 685-696
    • Neubauer, C.1
  • 39
    • 0026065565 scopus 로고
    • Eigenfaces for recognition
    • doi:10.1162/jocn.1991.3.1.71
    • Turk M, Pentland A (1991) Eigenfaces for recognition. J Cogn Neurosci 3: 71-86. doi: 10. 1162/jocn. 1991. 3. 1. 71.
    • (1991) J Cogn Neurosci , vol.3 , pp. 71-86
    • Turk, M.1    Pentland, A.2
  • 41
    • 0031187375 scopus 로고    scopus 로고
    • Face recognition by elastic bunch graph matching
    • doi:10.1109/34.598235
    • Wiskott L et al (1997) Face recognition by elastic bunch graph matching. IEEE Trans Pattern Anal Mach Intell 19(7): 775-779. doi: 10. 1109/34. 598235.
    • (1997) IEEE Trans Pattern Anal Mach Intell , vol.19 , Issue.7 , pp. 775-779
    • Wiskott, L.1
  • 43
    • 0031234213 scopus 로고    scopus 로고
    • Face recognition: Eigenface, elastic matching, and neural nets
    • doi:10.1109/5.628712
    • Zhang J, Yan Y, Lades M (1997) Face recognition: eigenface, elastic matching, and neural nets. Proc IEEE 85(9): 1423-1435. doi: 10. 1109/5. 628712.
    • (1997) Proc IEEE , vol.85 , Issue.9 , pp. 1423-1435
    • Zhang, J.1    Yan, Y.2    Lades, M.3
  • 44
    • 1242263784 scopus 로고    scopus 로고
    • Face recognition by applying Wavelet Subband representation and Kernel Associative Memory
    • doi:10.1109/TNN.2003.820673
    • Zhang B, Zhang H, Ge SS (2004) Face recognition by applying Wavelet Subband representation and Kernel Associative Memory. IEEE Trans Neural Netw 15(1): 166-177. doi: 10. 1109/TNN. 2003. 820673.
    • (2004) IEEE Trans Neural Netw , vol.15 , Issue.1 , pp. 166-177
    • Zhang, B.1    Zhang, H.2    Ge, S.S.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.