메뉴 건너뛰기




Volumn 35, Issue 3, 2005, Pages 357-370

Fingerprint and speaker verification decisions fusion using a functional link network

Author keywords

Data fusion; Functional link network and multivariate polynomials; Pattern recognition; Supervised learning

Indexed keywords

BACKPROPAGATION; DECISION THEORY; LEARNING SYSTEMS; NEURAL NETWORKS; POLYNOMIALS; REGRESSION ANALYSIS; SENSOR DATA FUSION; SPEECH RECOGNITION;

EID: 23944453627     PISSN: 10946977     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSMCC.2005.848184     Document Type: Article
Times cited : (33)

References (30)
  • 1
    • 0032295436 scopus 로고    scopus 로고
    • "Integrating faces and fingerprints for person identification"
    • Dec.
    • L. Hong and A. Jain, "Integrating faces and fingerprints for person identification," IEEE Trans. Pattern Anal. Machine Intell., vol. 20, no. 12, pp. 1295-1307, Dec. 1998.
    • (1998) IEEE Trans. Pattern Anal. Machine Intell. , vol.20 , Issue.12 , pp. 1295-1307
    • Hong, L.1    Jain, A.2
  • 2
    • 0032594952 scopus 로고    scopus 로고
    • "Fusion of face and speech data for person identity verification"
    • Sep.
    • S. Ben-Yacoub, Y. Abdeljaoued, and E. Mayoraz, "Fusion of face and speech data for person identity verification," IEEE Trans. Neural Netw., vol. 10, no. 5, pp. 1065-1074, Sep. 1999.
    • (1999) IEEE Trans. Neural Netw. , vol.10 , Issue.5 , pp. 1065-1074
    • Ben-Yacoub, S.1    Abdeljaoued, Y.2    Mayoraz, E.3
  • 4
    • 0026860706 scopus 로고
    • "Methods of combining multiple classifiers and their applications to handwriting recognition"
    • May-Jun.
    • L. Xu, A. Krzyzak, and C.Y. Suen, "Methods of combining multiple classifiers and their applications to handwriting recognition," IEEE Trans. Syst., Man, Cybern., vol. 22, no. 3, pp. 418-435, May-Jun. 1992.
    • (1992) IEEE Trans. Syst., Man, Cybern. , vol.22 , Issue.3 , pp. 418-435
    • Xu, L.1    Krzyzak, A.2    Suen, C.Y.3
  • 6
    • 0034830461 scopus 로고    scopus 로고
    • "Decision templates for multiple classifier design: An experimental comparison"
    • Feb.
    • L.I. Kuncheva, J. C. Bezdek, and R. Duin, "Decision templates for multiple classifier design: An experimental comparison," Pattern Recognit., vol. 34, no. 2, pp. 299-314, Feb. 2001.
    • (2001) Pattern Recognit. , vol.34 , Issue.2 , pp. 299-314
    • Kuncheva, L.I.1    Bezdek, J.C.2    Duin, R.3
  • 8
    • 0024880831 scopus 로고
    • "Multi-layer feedforward networks are universal approximators"
    • K. Hornik, M. Stinchcombe, and H. White, "Multi-layer feedforward networks are universal approximators," Neural Netw., vol. 2, no. 5, pp. 359-366, 1989.
    • (1989) Neural Netw. , vol.2 , Issue.5 , pp. 359-366
    • Hornik, K.1    Stinchcombe, M.2    White, H.3
  • 9
    • 0345690128 scopus 로고    scopus 로고
    • "Deterministic global optimization for FNN training"
    • Dec.
    • K.-A. Toh, "Deterministic global optimization for FNN training," IEEE Trans. Syst., Man Cybern., B, vol. 33, no. 6, pp. 977-983, Dec. 2003.
    • (2003) IEEE Trans. Syst., Man Cybern., B , vol.33 , Issue.6 , pp. 977-983
    • Toh, K.-A.1
  • 10
    • 0036795279 scopus 로고    scopus 로고
    • "Global optimization by monotonic transformation"
    • Oct.
    • K.-A. Toh, "Global optimization by monotonic transformation," Comput. Optim. Appl., vol. 23, pp. 77-99, Oct. 2002.
    • (2002) Comput. Optim. Appl. , vol.23 , pp. 77-99
    • Toh, K.-A.1
  • 12
    • 0029304837 scopus 로고
    • "Ridge polynomial networks"
    • May
    • Y. Shin and J. Ghosh, "Ridge polynomial networks," IEEE Trans. Neural Netw., vol. 6, no. 3, pp. 610-622, May 1995.
    • (1995) IEEE Trans. Neural Netw. , vol.6 , Issue.3 , pp. 610-622
    • Shin, Y.1    Ghosh, J.2
  • 13
    • 0026868102 scopus 로고
    • "Functional-link net computing: Theory, system architecture, and functionalities"
    • May
    • Y.-H. Pao and Y. Takefuji, "Functional-link net computing: Theory, system architecture, and functionalities," Comput., vol. 25, no. 5, pp. 76-79, May 1992.
    • (1992) Comput. , vol.25 , Issue.5 , pp. 76-79
    • Pao, Y.-H.1    Takefuji, Y.2
  • 14
    • 0035247374 scopus 로고    scopus 로고
    • "Evolution of functional link networks"
    • Feb.
    • A. Sierra, J. A. Macías, and F. Corbacho, "Evolution of functional link networks," IEEE Trans. Evol. Comput., vol. 5, no. 1, pp. 54-65, Feb. 2001.
    • (2001) IEEE Trans. Evol. Comput. , vol.5 , Issue.1 , pp. 54-65
    • Sierra, A.1    Macías, J.A.2    Corbacho, F.3
  • 15
    • 0033893813 scopus 로고    scopus 로고
    • "Optimal linear combination of neural networks for improving classification performance"
    • Feb.
    • N. Ueda, "Optimal linear combination of neural networks for improving classification performance," IEEE Trans. Pattern Anal. Machine Intell., vol. 22, no. 2, pp. 207-215, Feb. 2000.
    • (2000) IEEE Trans. Pattern Anal. Machine Intell. , vol.22 , Issue.2 , pp. 207-215
    • Ueda, N.1
  • 16
    • 0032675169 scopus 로고    scopus 로고
    • "A principal components approach to combining regression estimates"
    • Jul.
    • C.J. Merz, "A principal components approach to combining regression estimates," Machine Learn., vol. 36, no. 2, pp. 9-32, Jul. 1999.
    • (1999) Machine Learn. , vol.36 , Issue.2 , pp. 9-32
    • Merz, C.J.1
  • 19
    • 0031233235 scopus 로고    scopus 로고
    • "An identity-authentication system using fingerprints"
    • Sep.
    • A.K. Jain, L. Hong, S. Pankanti, and R. Bolle, "An identity-authentication system using fingerprints," Proc. IEEE, vol. 85, no. 9, pp. 1365-1388, Sep. 1997.
    • (1997) Proc. IEEE , vol.85 , Issue.9 , pp. 1365-1388
    • Jain, A.K.1    Hong, L.2    Pankanti, S.3    Bolle, R.4
  • 20
  • 21
    • 85139640461 scopus 로고    scopus 로고
    • "Introduction to fingerprint recognition"
    • L.C. Jain, U. Halici, I. Hayashi, S.B. Lee, and S. Tsutsui, Eds. Passfield, Hants., U.K.: Holborn
    • U. Halici, L. C. Jain, and A. Erol, "Introduction to fingerprint recognition," in Intelligent Biometric Techniques in Fingerprint and Face Recognit., L. C. Jain, U. Halici, I. Hayashi, S. B. Lee, and S. Tsutsui, Eds. Passfield, Hants., U.K.: Holborn, 1999, pp. 3-34.
    • (1999) Intelligent Biometric Techniques in Fingerprint and Face Recognit. , pp. 3-34
    • Halici, U.1    Jain, L.C.2    Erol, A.3
  • 22
    • 34147160283 scopus 로고    scopus 로고
    • "Fingerprint minutiae matching based on the local and global structure"
    • X. Jiang and W. Y. Yau, "Fingerprint minutiae matching based on the local and global structure," in Proc. 15th Int. Conf. Pattern Recog., vol. 2, 2000, pp. 1042-1045.
    • (2000) Proc. 15th Int. Conf. Pattern Recog. , vol.2 , pp. 1042-1045
    • Jiang, X.1    Yau, W.Y.2
  • 23
    • 0035342449 scopus 로고    scopus 로고
    • "Detecting the fingerprint minutiae by adaptive tracing the gray-level ridge"
    • May
    • X. Jiang, W. Y. Yau, and W. Ser, "Detecting the fingerprint minutiae by adaptive tracing the gray-level ridge," Pattern Recognit., vol. 34, no. 5, pp. 999-1013, May 2001.
    • (2001) Pattern Recognit. , vol.34 , Issue.5 , pp. 999-1013
    • Jiang, X.1    Yau, W.Y.2    Ser, W.3
  • 24
    • 0025244699 scopus 로고
    • "Speaker verification: A tutorial"
    • Jan.
    • J.M. Naik, "Speaker verification: A tutorial," IEEE Commun. Mag., vol. 28, no. 1, pp. 42-48, Jan. 1990.
    • (1990) IEEE Commun. Mag. , vol.28 , Issue.1 , pp. 42-48
    • Naik, J.M.1
  • 27
    • 0000478184 scopus 로고
    • "Mathematical programming in neural networks"
    • Sep.
    • O.L. Mangasarian, "Mathematical programming in neural networks," ORSA J. Comput., vol. 5, no. 4, pp. 349-360, Sep. 1993.
    • (1993) ORSA J. Comput. , vol.5 , Issue.4 , pp. 349-360
    • Mangasarian, O.L.1
  • 28
    • 0008184114 scopus 로고    scopus 로고
    • "Can multibiometrics improve performance?"
    • Summit, NJ
    • L. Hong, A. Jain, and S. Pankanti, "Can multibiometrics improve performance?" in Proc. Auto ID, Summit, NJ, 1999, pp. 59-64.
    • (1999) Proc. Auto ID , pp. 59-64
    • Hong, L.1    Jain, A.2    Pankanti, S.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.