메뉴 건너뛰기




Volumn 1, Issue , 2013, Pages

A new technique for Face Recognition using 2D-Gabor Wavelet Transform with 2D-Hidden Markov Model approach

Author keywords

2D Hidden Markov Model (HMM); Discrete Gabor Wavelet Transform (DGWT); Expectation Maximization (EM); Face Recognition (FR)

Indexed keywords

EXPECTATION MAXIMIZATION; EXPECTATION-MAXIMIZATION ALGORITHMS; FACE RECOGNITION ALGORITHMS; FEATURE VECTORS; GABOR WAVELET TRANSFORMS; HIDDEN MARKOV MODEL(HMM); LEARNING PROCESS; TRAINING IMAGE;

EID: 84876761136     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICSIPR.2013.6497977     Document Type: Conference Paper
Times cited : (11)

References (38)
  • 3
    • 0028516261 scopus 로고
    • Hmm-based architecturefor face identification
    • F. Samaria and S. Young. HMM-based architecturefor face identification. lrnage and Vision Computing, 12(1994)8, 537-543.
    • (1994) Irnage and Vision Computing , vol.12 , Issue.8 , pp. 537-543
    • Samaria, F.1    Young, S.2
  • 5
    • 0025482241 scopus 로고
    • The wavelet transform, time-frequency localization and signal analysis
    • I. Daubechies. The wavelet transform, time-frequency localization and signal analysis. IEEE Trans. on Information Theory, 36(1990)5, 961-1005.
    • (1990) IEEE Trans. on Information Theory , vol.36 , pp. 961-1005
    • Daubechies, I.1
  • 7
    • 0026065565 scopus 로고
    • Eigenfaces for recognition
    • Turk M. and Pentland A, "Eigenfaces for Recognition, " J. Cognitive Neuroscience, Vol. 3, No. 1, pp. 71-86, 1991.
    • (1991) J. Cognitive Neuroscience , vol.3 , Issue.1 , pp. 71-86
    • Turk, M.1    Pentland, A.2
  • 8
    • 84876770302 scopus 로고    scopus 로고
    • Face recognition: Eigenface
    • elastic matching and neural nets. September
    • Zhang J., Yan Y., and Lades M. Face recognition: eigenface, Proceedings of the IEEE, Vol. 85, No. 9, elastic matching and neural nets. September 1997.
    • (1997) Proceedings of the IEEE , vol.85 , Issue.9
    • Zhang, J.1    Yan, Y.2    Lades, M.3
  • 11
    • 0030871138 scopus 로고    scopus 로고
    • Face recognition/detection by probabilistic decision- based neural network
    • January
    • Lin S., Kung S., and Lin L. "Face Recognition/Detection by Probabilistic Decision- Based Neural Network " IEEE Trans. Neural Networks, Vo18, No 1 pp. 114-131, January 1997.
    • (1997) IEEE Trans. Neural Networks , vol.8 , Issue.1 , pp. 114-131
    • Lin, S.1    Kung, S.2    Lin, L.3
  • 12
    • 0035419334 scopus 로고    scopus 로고
    • Face recognition by support vector machines
    • Guo G., Li S. Z., , and Kapluk C .. "Face recognition by support vector machines, " Image and Vision Computing, Vol. 19, No. 9-10, pp. 631-638, 2001.
    • (2001) Image and Vision Computing , vol.19 , Issue.9-10 , pp. 631-638
    • Guo, G.1    Li, S.Z.2    Kapluk, C.3
  • 14
    • 0002210265 scopus 로고
    • On the convergence of the em algorithm
    • C. Wu, "On the convergence of the EM algorithm, " Annals of Statics, vol 11, no. 1, pp, 95-130, 1983
    • (1983) Annals of Statics , vol.11 , Issue.1 , pp. 95-130
    • Wu, C.1
  • 16
    • 84876775007 scopus 로고    scopus 로고
    • A new face recognitiontechnique using gabour wavelet transform with back propagation neural network
    • July
    • V. Balamurugan, Mukundhan Srinivasan, and Vijayanarayanan. A "A New Face RecognitionTechnique using Gabour Wavelet Transform with Back Propagation Neural Network, " Internationa Journal of Coumputer Application (IJCA), volume 49 No. 3, pp 41-46. July2012.
    • (2012) Internationa Journal of Coumputer Application (IJCA) , vol.49 , Issue.3 , pp. 41-46
    • Balamurugan, V.1    Srinivasan, M.2    Vijayanarayanan, A.3
  • 19
    • 0032123224 scopus 로고    scopus 로고
    • An analytic-to-holistic approach for face recognition on a single frontal view
    • Lam K. M. and Yan H., "An analytic-to-holistic approach for face recognition on a single frontal view, " IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 20, No. 7, pp. 673-686, 1998.
    • (1998) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.20 , Issue.7 , pp. 673-686
    • Lam, K.M.1    Yan, H.2
  • 20
    • 0036604858 scopus 로고    scopus 로고
    • Face representation using independent component analysis
    • Yuen P. C. and Lai J. H., "Face representation using independent component analysis, " Pattern Recognition, Vol. 35, No. 6, pp. 1247-1257, 2002.
    • (2002) Pattern Recognition , vol.35 , Issue.6 , pp. 1247-1257
    • Yuen, P.C.1    Lai, J.H.2
  • 22
    • 0036604865 scopus 로고    scopus 로고
    • Face recognition approach based on rank correlation of gabor filtered images
    • Ayinde O. and Yang Y., "Face recognition approach based on rank correlation of gabor filtered images, " Pattern Recognition, Vol. 35, No. 6, pp. 1275-1289, 2002.
    • (2002) Pattern Recognition , vol.35 , Issue.6 , pp. 1275-1289
    • Ayinde, O.1    Yang, Y.2
  • 24
    • 35248850294 scopus 로고    scopus 로고
    • Simple ld discrete hiddenmarkov models for face recognition
    • September
    • Le H. S. and Li H., "Simple lD Discrete HiddenMarkov Models for Face Recognition, " SpringerLink Computer Science, Vol. 2849, pp. 41-49, September 2003.
    • (2003) SpringerLink Computer Science , vol.2849 , pp. 41-49
    • Le, H.S.1    Li, H.2
  • 25
    • 0033882275 scopus 로고    scopus 로고
    • Image classification bya twodimensional hidden markov model
    • J. Li, A. Najmi, and R. M. Gray, "Image classification bya twodimensional hidden markov model, " IEEE Trans.on Signal Processing, vol. 48, pp. 517-533, 2000.
    • (2000) IEEE Trans.On Signal Processing , vol.48 , pp. 517-533
    • Li, J.1    Najmi, A.2    Gray, R.M.3
  • 28
    • 0000353178 scopus 로고
    • A maximizationtechnique occurring in the statistical analysisof probabilistic functions of markov chains
    • J. E. Baum, T. Petrie, G. Soules, and N. Weiss, "A maximizationtechnique occurring in the statistical analysisof probabilistic functions of markov chains, " Ann. Math.Stat., vol. 1, pp. 164-171, 1970.
    • (1970) Ann. Math.Stat. , vol.1 , pp. 164-171
    • Baum, J.E.1    Petrie, T.2    Soules, G.3    Weiss, N.4
  • 29
    • 33746329889 scopus 로고    scopus 로고
    • A new method for multidimensionaloptimization and its application in imageand video processing
    • D. Schonfeld and N. Bouaynaya, "A new method for multidimensionaloptimization and its application in imageand video processing, " IEEE Signal Processing Letters, vol. 13, pp. 485-488, 2006.
    • (2006) IEEE Signal Processing Letters , vol.13 , pp. 485-488
    • Schonfeld, D.1    Bouaynaya, N.2
  • 33
    • 0342588078 scopus 로고    scopus 로고
    • Recognition of jpeg compressed face images based on statistical methods
    • Eickeler S., Mller S., and Rigoll G., "Recognition of jpeg compressed face images based on statistical methods, " Image and Vision Computing, Vol. 18, No. 3, pp. 279-287, 2000.
    • (2000) Image and Vision Computing , vol.18 , Issue.3 , pp. 279-287
    • Eickeler, S.1    Mller, S.2    Rigoll, G.3
  • 36
    • 0000353178 scopus 로고
    • A maximization technique occurring in the statistical analysis of probabilistic fimctions of markov chains
    • J. E. Baum, T. Petrie, G. Soules, and N. Weiss, "A maximization technique occurring in the statistical analysis of probabilistic fimctions of markov chains, " Ann. Math. Stat., vol. I, pp. 164-171, 1970.
    • (1970) Ann. Math. Stat. , vol.1 , pp. 164-171
    • Baum, J.E.1    Petrie, T.2    Soules, G.3    Weiss, N.4
  • 37
    • 33746329889 scopus 로고    scopus 로고
    • A new method for multidimensional optimization and its application in image and video processing
    • D. Schonfeld and N. Bouaynaya, "A new method for multidimensional optimization and its application in image and video processing, " IEEE Signal Processing Letters, vol. 13, pp. 485-488, 2006.
    • (2006) IEEE Signal Processing Letters , vol.13 , pp. 485-488
    • Schonfeld, D.1    Bouaynaya, N.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.