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Volumn 16, Issue 4, 2008, Pages 874-885

Design of "Personalized" classifier using soft computing techniques for "Personalized" facial expression recognition

Author keywords

Facial expression recognition; Feature selection (FS); Model building modification (MBM); Personalization; Soft computing technique

Indexed keywords

CHLORINE COMPOUNDS; CLASSIFIERS; COMPUTER NETWORKS; FACE RECOGNITION; GESTURE RECOGNITION; LEARNING SYSTEMS; SOFT COMPUTING; STRUCTURAL DESIGN;

EID: 50549103622     PISSN: 10636706     EISSN: None     Source Type: Journal    
DOI: 10.1109/TFUZZ.2008.924344     Document Type: Article
Times cited : (13)

References (38)
  • 1
    • 85030129178 scopus 로고    scopus 로고
    • Online, Available
    • "Customer relationship management," (2007). [Online]. Available: http://en.wikipedia.org/wiki/Customer_Relationship_Management
    • (2007) Customer relationship management
  • 4
    • 70350635049 scopus 로고    scopus 로고
    • Comparison between geometry-based and Gabor-wavelets-based facial expression recognition using multi-layer perceptron
    • Z. Zhang, M. Lyons, M. Schuster, and S. Akamatsu, "Comparison between geometry-based and Gabor-wavelets-based facial expression recognition using multi-layer perceptron," in Proc. IEEE Int. Conf. Autom. Face Gesture Recognit., 1998, pp. 454-459.
    • (1998) Proc. IEEE Int. Conf. Autom. Face Gesture Recognit , pp. 454-459
    • Zhang, Z.1    Lyons, M.2    Schuster, M.3    Akamatsu, S.4
  • 5
    • 0035250305 scopus 로고    scopus 로고
    • Recognizing action units for facial expression analysis
    • Feb
    • Y.-L. Tian, T. Kanade, and J. Cohn, "Recognizing action units for facial expression analysis", IEEE Trans. Pattern Anal. Mach. Intell. vol. 23, no. 2, pp. 97-115, Feb. 2001.
    • (2001) IEEE Trans. Pattern Anal. Mach. Intell , vol.23 , Issue.2 , pp. 97-115
    • Tian, Y.-L.1    Kanade, T.2    Cohn, J.3
  • 7
    • 84963930463 scopus 로고    scopus 로고
    • Individual differences in facial expression: Stability over time, relation to self-reported emotion, and ability to inform person identification
    • J. Cohn, K. Schmidt, R. Cross, and P. Ekman, "Individual differences in facial expression: Stability over time, relation to self-reported emotion, and ability to inform person identification," in Proc. IEEE Int. Conf. Multimodal Interfaces, 2002, pp. 491-496.
    • (2002) Proc. IEEE Int. Conf. Multimodal Interfaces , pp. 491-496
    • Cohn, J.1    Schmidt, K.2    Cross, R.3    Ekman, P.4
  • 8
    • 50549092422 scopus 로고    scopus 로고
    • FaceIt Argus, Identix Inc, Online. Available
    • "FaceIt Argus - Identix Inc.," (2006). Online. Available: http://www.identix.com/products/pro_security_bnp_argus.html
    • (2006)
  • 9
    • 0033879063 scopus 로고    scopus 로고
    • Neural network-based fuzzy observer with application to facial analysis
    • Feb
    • G.-T. Park and Z. Bien, "Neural network-based fuzzy observer with application to facial analysis," Pattern Recognit. Lett., vol. 21, pp. 93-105, Feb. 2000.
    • (2000) Pattern Recognit. Lett , vol.21 , pp. 93-105
    • Park, G.-T.1    Bien, Z.2
  • 10
    • 3042638298 scopus 로고    scopus 로고
    • A novel feature selection for fuzzy neural networks for personalized facial expression recognition
    • D.-J. Kim, and Z. Bien, "A novel feature selection for fuzzy neural networks for personalized facial expression recognition," IEICE Trans. Fundam. Electron. Commun. Comput. Sci., vol. E87-A, no. 6, p. 1386-1392, 2004.
    • (2004) IEICE Trans. Fundam. Electron. Commun. Comput. Sci , vol.E87-A , Issue.6 , pp. 1386-1392
    • Kim, D.-J.1    Bien, Z.2
  • 11
    • 33746646396 scopus 로고    scopus 로고
    • Facial emotional expression recognition with soft computing techniques
    • D.-J. Kim, S.-W. Lee, and Z. Bien, "Facial emotional expression recognition with soft computing techniques," Proc. IEEE Int. Conf. Fuzzy Syst. 2005, pp. 661-666.
    • (2005) Proc. IEEE Int. Conf. Fuzzy Syst , pp. 661-666
    • Kim, D.-J.1    Lee, S.-W.2    Bien, Z.3
  • 12
    • 0035521110 scopus 로고    scopus 로고
    • R. Polikar, L. Upda, S. Upda, and V. Honavar, Learn++: An incremental learning algorithm for supervised neural networks, IEEE Trans. Syst., Man, Cybern. - Part C: Appl. Rev., 31 no 4, pp. 497-508, Nov. 2001.
    • R. Polikar, L. Upda, S. Upda, and V. Honavar, "Learn++: An incremental learning algorithm for supervised neural networks," IEEE Trans. Syst., Man, Cybern. - Part C: Appl. Rev., vol. 31 no 4, pp. 497-508, Nov. 2001.
  • 13
    • 0035502898 scopus 로고    scopus 로고
    • Neuro-fuzzy mixture of experts network parallel learning and model construction algorithms
    • C. Harris and X. Hong, "Neuro-fuzzy mixture of experts network parallel learning and model construction algorithms," IEE Proc. Control Theory Appl., vol. 148, no. 6, pp. 456-465, 2001.
    • (2001) IEE Proc. Control Theory Appl , vol.148 , Issue.6 , pp. 456-465
    • Harris, C.1    Hong, X.2
  • 14
    • 0038459836 scopus 로고    scopus 로고
    • New feature set selection algorithm based on soft computing techniques and its application to EMG pattern classification
    • J.-S. Han, W.-C. Bang, and Z. Bien, "New feature set selection algorithm based on soft computing techniques and its application to EMG pattern classification," J. Fuzzy Optim. Decis. Making, vol. 8, no. 3, pp. 1-30, 2002.
    • (2002) J. Fuzzy Optim. Decis. Making , vol.8 , Issue.3 , pp. 1-30
    • Han, J.-S.1    Bang, W.-C.2    Bien, Z.3
  • 15
  • 18
    • 1342316500 scopus 로고    scopus 로고
    • Salt Lake City, UT: Research Nexus Division of Network Information Research Corporation, CD-Rom
    • P. Ekman, W. V. Friesen, and J. C. Hager, Facial Action Coding System: FACS2002. Salt Lake City, UT: Research Nexus Division of Network Information Research Corporation, 2002 [CD-Rom].
    • (2002) Facial Action Coding System: FACS2002
    • Ekman, P.1    Friesen, W.V.2    Hager, J.C.3
  • 21
    • 0031062622 scopus 로고    scopus 로고
    • Feature evaluation, integration, and judgment of facial affect
    • J. Ellison and D. Massaro, "Feature evaluation, integration, and judgment of facial affect," J. Exp. Psychol.: Hum. Percept. Perform. vol. 23, no. 1, pp. 213-226, 1997.
    • (1997) J. Exp. Psychol.: Hum. Percept. Perform , vol.23 , Issue.1 , pp. 213-226
    • Ellison, J.1    Massaro, D.2
  • 22
    • 0000665742 scopus 로고
    • Fuzzy concepts and the perception of emotion in facial expressions
    • J. Russell and M. Bullock, "Fuzzy concepts and the perception of emotion in facial expressions," Soc. Cognit., vol. 4, no. 3, pp. 309-341, 1986.
    • (1986) Soc. Cognit , vol.4 , Issue.3 , pp. 309-341
    • Russell, J.1    Bullock, M.2
  • 23
    • 0031160609 scopus 로고    scopus 로고
    • Facial expression megamix: Tests of dimensional and category accounts of emotion recognition
    • A. Young, D. Rowland, A. Calder, N. Etcoff, A. Seth, and D. Perrett, "Facial expression megamix: Tests of dimensional and category accounts of emotion recognition," Cognition, vol. 63, pp. 271-313, 1997.
    • (1997) Cognition , vol.63 , pp. 271-313
    • Young, A.1    Rowland, D.2    Calder, A.3    Etcoff, N.4    Seth, A.5    Perrett, D.6
  • 25
    • 0344016094 scopus 로고
    • A toolbox for analysis and visualization of sensor data in supervision
    • presented at the, Toulouse, France
    • T. Rauber and A. Steiger-Garcao, "A toolbox for analysis and visualization of sensor data in supervision," presented at the Int. Conf. Fault Diagn., Toulouse, France, 1993.
    • (1993) Int. Conf. Fault Diagn
    • Rauber, T.1    Steiger-Garcao, A.2
  • 26
    • 0030086778 scopus 로고    scopus 로고
    • Divergence based feature selection for multimodal class densities
    • Feb
    • J. Novovicova, P. Pudil, and J. Kitttler, "Divergence based feature selection for multimodal class densities," IEEE Trans. Pattern Anal. Mach. Intell., vol. 18, no. 2, pp. 218-223, Feb. 1996.
    • (1996) IEEE Trans. Pattern Anal. Mach. Intell , vol.18 , Issue.2 , pp. 218-223
    • Novovicova, J.1    Pudil, P.2    Kitttler, J.3
  • 27
    • 0012541981 scopus 로고
    • Inductive pattern classification, methods, features and sensors,
    • Ph.D. dissertation, Univ. Nova de Lisboa, Faculdade de Ciencias e Tecnologia, Lisboa, Portugal
    • T. Rauber, "Inductive pattern classification, methods, features and sensors," Ph.D. dissertation, Univ. Nova de Lisboa, Faculdade de Ciencias e Tecnologia, Lisboa, Portugal, 1994.
    • (1994)
    • Rauber, T.1
  • 28
    • 0015125457 scopus 로고
    • A direct method of nonparametric measurement selection
    • Sep
    • A. Whitney, "A direct method of nonparametric measurement selection," IEEE Trans. Comput., vol. C-20. no. 9, pp. 1100-1103, Sep. 1971.
    • (1971) IEEE Trans. Comput , vol.C-20 , Issue.9 , pp. 1100-1103
    • Whitney, A.1
  • 29
    • 84914813506 scopus 로고
    • On the effectiveness of receptors in recognition systems
    • Jan
    • T. Marill and D. Green, "On the effectiveness of receptors in recognition systems," IEEE Trans. Inf. Theory, vol. IT-9, no. 1, pp. 1-17, Jan. 1963.
    • (1963) IEEE Trans. Inf. Theory , vol.IT-9 , Issue.1 , pp. 1-17
    • Marill, T.1    Green, D.2
  • 33
    • 34247269706 scopus 로고    scopus 로고
    • Selection of relevant features for classification of movements from single movement-related potentials using a genetic algorithm
    • Oct
    • E. Yom-Tov and G. Inbar, "Selection of relevant features for classification of movements from single movement-related potentials using a genetic algorithm," in Proc. IEEE Annu. Int. Conf. Eng. Med. Biol. Soc., Oct. 2001, pp. 1364-1366.
    • (2001) Proc. IEEE Annu. Int. Conf. Eng. Med. Biol. Soc , pp. 1364-1366
    • Yom-Tov, E.1    Inbar, G.2
  • 35
    • 0026113980 scopus 로고
    • Nonlinear principal component analysis using autoassociative neural networks
    • M. A. Cramer, "Nonlinear principal component analysis using autoassociative neural networks," AIChE. J., vol. 37, no. 2, pp. 233-243, 1991.
    • (1991) AIChE. J , vol.37 , Issue.2 , pp. 233-243
    • Cramer, M.A.1
  • 36
    • 50549101157 scopus 로고    scopus 로고
    • Gabor wavelet neural network-based facial expression recognition
    • presented at the, Orlando, FL
    • S.-W. Lee, D.-J. Kim, K.-H. Park, and Z. Bien, "Gabor wavelet neural network-based facial expression recognition," presented at the World Multi-Conf. Syst. Cybern. Inf., Orlando, FL, 2004.
    • (2004) World Multi-Conf. Syst. Cybern. Inf
    • Lee, S.-W.1    Kim, D.-J.2    Park, K.-H.3    Bien, Z.4
  • 37
    • 0033281021 scopus 로고    scopus 로고
    • An unsupervised neural network using a fuzzy learning rule
    • Y.-S. Kim, "An unsupervised neural network using a fuzzy learning rule," in Proc. IEEE Int. Conf. Fuzzy Syst., 1999, pp. 349-353.
    • (1999) Proc. IEEE Int. Conf. Fuzzy Syst , pp. 349-353
    • Kim, Y.-S.1
  • 38
    • 3042640311 scopus 로고    scopus 로고
    • Person recognition method using sequential walking footprints via overlapped foot shape and center-of-pressure trajectory
    • J.-W. Jung, T. Sato, and Z. Bien, "Person recognition method using sequential walking footprints via overlapped foot shape and center-of-pressure trajectory," IEICE Trans. Fundam. Electron. Commun. Comput. Sci., vol. E87-A, no. 6, pp. 1393-1400, 2004.
    • (2004) IEICE Trans. Fundam. Electron. Commun. Comput. Sci , vol.E87-A , Issue.6 , pp. 1393-1400
    • Jung, J.-W.1    Sato, T.2    Bien, Z.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.