메뉴 건너뛰기




Volumn 14, Issue 3, 2010, Pages 369-384

Fingerprint classification based on subclass analysis using multiple templates of support vector machines

Author keywords

Classification of ambiguous fingerprints; Multiple templates; Subclass based approach; Support vector machines

Indexed keywords


EID: 77953515165     PISSN: 1088467X     EISSN: 15714128     Source Type: Journal    
DOI: 10.3233/IDA-2010-0426     Document Type: Article
Times cited : (4)

References (31)
  • 1
    • 2442610447 scopus 로고    scopus 로고
    • Fingerprint classification: A review
    • N. Yager and A. Amin, Fingerprint classification: A review, Pattern Anal Applic 7(1) (2004), 77-93.
    • (2004) Pattern Anal Applic , vol.7 , Issue.1 , pp. 77-93
    • Yager, N.1    Amin, A.2
  • 2
    • 0030104477 scopus 로고    scopus 로고
    • Fingerprint classification
    • K. Karu and A.K. Jain, Fingerprint classification, Pattern Recognition 29(3) (1996), 389-404.
    • (1996) Pattern Recognition , vol.29 , Issue.3 , pp. 389-404
    • Karu, K.1    Jain, A.K.2
  • 4
    • 0036604852 scopus 로고    scopus 로고
    • Anewmodel for fingerprint classification by ridge distribution sequences
    • J.-H. Chang and K.-C. Fan, Anewmodel for fingerprint classification by ridge distribution sequences, Pattern Recognition 35(6) (2002), 1209-1223.
    • (2002) Pattern Recognition , vol.35 , Issue.6 , pp. 1209-1223
    • Chang, J.-H.1    Fan, K.-C.2
  • 6
    • 12344322746 scopus 로고    scopus 로고
    • Fingerprint classification based on extraction and analysis of singularities and pseudo ridges
    • Q. Zhang and H. Yan, Fingerprint classification based on extraction and analysis of singularities and pseudo ridges, Pattern Recognition 37(11) (2004), 2233-2243.
    • (2004) Pattern Recognition , vol.37 , Issue.11 , pp. 2233-2243
    • Zhang, Q.1    Yan, H.2
  • 7
    • 34548051603 scopus 로고    scopus 로고
    • Combining singular points and orientation image information for fingerprint classification
    • J. Li,W.-Y. Yau and H.Wang, Combining singular points and orientation image information for fingerprint classification, Pattern Recognition 41(1) (2008), 353-366.
    • (2008) Pattern Recognition , vol.41 , Issue.1 , pp. 353-366
    • Li, J.1    Yau, W.-Y.2    Wang, H.3
  • 8
    • 34848849013 scopus 로고    scopus 로고
    • Fingerprint classification using one-vs-all support vector machines dynamically ordered with naïve Bayes classifiers
    • J.-H. Hong, J.-K. Min, U.-K. Cho and S.-B. Cho, Fingerprint classification using one-vs-all support vector machines dynamically ordered with naïve Bayes classifiers, Pattern Recognition 41 (2)(2008), 662-671.
    • (2008) Pattern Recognition , vol.41 , Issue.2 , pp. 662-671
    • Hong, J.-H.1    Min, J.-K.2    Cho, U.-K.3    Cho, S.-B.4
  • 9
    • 0035481424 scopus 로고    scopus 로고
    • A combination fingerprint classifier
    • A. Senior, A combination fingerprint classifier, IEEE Trans Pattern Anal Mach Intell 23(10) (2001), 1165-1174.
    • (2001) IEEE Trans Pattern Anal Mach Intell , vol.23 , Issue.10 , pp. 1165-1174
    • Senior, A.1
  • 11
    • 0036487278 scopus 로고    scopus 로고
    • Combining flat and structured representations for fingerprint classification with recursive neural networks and support vector machines
    • Y. Yao, G.L. Marcialis, M. Pontil, P. Frasconi and F. Roli, Combining flat and structured representations for fingerprint classification with recursive neural networks and support vector machines, Pattern Recognition 36(2) (2003), 397-406.
    • (2003) Pattern Recognition , vol.36 , Issue.2 , pp. 397-406
    • Yao, Y.1    Marcialis, G.L.2    Pontil, M.3    Frasconi, P.4    Roli, F.5
  • 12
    • 38149030752 scopus 로고    scopus 로고
    • Multiple decision templates with adaptive features for fingerprint classification
    • J.-K. Min and S.-B. Cho, Multiple decision templates with adaptive features for fingerprint classification, Int J Pattern Recogn Artif Intell 21(8) (2007), 1323-1338.
    • (2007) Int J Pattern Recogn Artif Intell , vol.21 , Issue.8 , pp. 1323-1338
    • Min, J.-K.1    Cho, S.-B.2
  • 13
    • 34249753618 scopus 로고
    • Support-vector networks
    • C. Cortes and V. Vapnik, Support-vector networks, Mach Learn 20(3) (1995), 273-297.
    • (1995) Mach Learn , vol.20 , Issue.3 , pp. 273-297
    • Cortes, C.1    Vapnik, V.2
  • 14
    • 33750284913 scopus 로고    scopus 로고
    • Incorporating multiple SVMs for automatic image annotation
    • X. Qi and Y. Han, Incorporating multiple SVMs for automatic image annotation, Pattern Recognition 40(2) (2007), 728-741.
    • (2007) Pattern Recognition , vol.40 , Issue.2 , pp. 728-741
    • Qi, X.1    Han, Y.2
  • 15
    • 0034419669 scopus 로고    scopus 로고
    • Regularization networks and support vector machines
    • T. Evgeniou, M. Pontil and T. Poggio, Regularization networks and support vector machines, Adv Computat Math 13(1) (2000), 1-50.
    • (2000) Adv Computat Math , vol.13 , Issue.1 , pp. 1-50
    • Evgeniou, T.1    Pontil, M.2    Poggio, T.3
  • 16
    • 0001849156 scopus 로고    scopus 로고
    • Multicategory classification by support vector machines
    • E. Bredensteiner and K. Bennett, Multicategory classification by support vector machines, Computat Optim Appl 12(1) (1999), 53-79.
    • (1999) Computat Optim Appl , vol.12 , Issue.1 , pp. 53-79
    • Bredensteiner, E.1    Bennett, K.2
  • 18
    • 0036505670 scopus 로고    scopus 로고
    • A comparison of methods for multiclass support vector machines
    • DOI 10.1109/72.991427, PII S1045922702018052
    • C. Hsu and C. Lin, A comparison of methods for multiclass support vector machines, IEEE Trans Neural Networks 13(2) (2002), 415-425. (Pubitemid 34475042)
    • (2002) IEEE Transactions on Neural Networks , vol.13 , Issue.2 , pp. 415-425
    • Hsu, C.-W.1    Lin, C.-J.2
  • 19
    • 56749117943 scopus 로고    scopus 로고
    • In defence of one-vs-all classification
    • R.M. Rifkin and A. Klautau, In defence of one-vs-all classification, J Mach Learn Res 5 (2004), 101-141.
    • (2004) J Mach Learn Res , vol.5 , pp. 101-141
    • Rifkin, R.M.1    Klautau, A.2
  • 20
    • 0002229304 scopus 로고    scopus 로고
    • Pairwise classification and support vector machines
    • MIT Press, Cambridge, MA
    • U.H.-G. Kreßel, Pairwise classification and support vector machines, in: Advances in Kernel Methods: Support Vector Learning, MIT Press, Cambridge, MA, 1999, pp. 255-268.
    • (1999) Advances in Kernel Methods: Support Vector Learning , pp. 255-268
    • Kreßel, U.H.-G.1
  • 21
    • 24044435942 scopus 로고    scopus 로고
    • Reducing multiclass to binary: A unifying approach for margin classifiers
    • E.L. Allwein, R.E. Schapire and Y. Singer, Reducing multiclass to binary: A unifying approach for margin classifiers, J Mach Learn Res 1 (2000), 113-141.
    • (2000) J Mach Learn Res , vol.1 , pp. 113-141
    • Allwein, E.L.1    Schapire, R.E.2    Singer, Y.3
  • 23
    • 22444454265 scopus 로고    scopus 로고
    • Combining classifiers: A theoretical framework
    • J. Kittler, Combining classifiers: A theoretical framework, Pattern Anal Appl 1(1) (1998), 18-27.
    • (1998) Pattern Anal Appl , vol.1 , Issue.1 , pp. 18-27
    • Kittler, J.1
  • 24
    • 0037251061 scopus 로고    scopus 로고
    • Sum versus vote fusion in multiple classifier systems
    • J. Kittler and F.M. Alkoot, Sum versus vote fusion in multiple classifier systems, IEEE Trans Pattern Anal Mach Intell 25(1) (2003), 110-115.
    • (2003) IEEE Trans Pattern Anal Mach Intell , vol.25 , Issue.1 , pp. 110-115
    • Kittler, J.1    Alkoot, F.M.2
  • 25
    • 0034830461 scopus 로고    scopus 로고
    • Decision templates for multiple classifier fusion: An experimental comparison
    • L.I. Kuncheva, J.C. Bezdek and R. Duin, Decision templates for multiple classifier fusion: An experimental comparison, Pattern Recognition 34(2) (2001), 299-314.
    • (2001) Pattern Recognition , vol.34 , Issue.2 , pp. 299-314
    • Kuncheva, L.I.1    Bezdek, J.C.2    Duin, R.3
  • 26
    • 0035899791 scopus 로고    scopus 로고
    • Using measures of similarity and inclusion for multiple classifier fusion by decision templates
    • L.I. Kuncheva, Using measures of similarity and inclusion for multiple classifier fusion by decision templates, Fuzzy Set Syst 122(3) (2001), 401-407.
    • (2001) Fuzzy Set Syst , vol.122 , Issue.3 , pp. 401-407
    • Kuncheva, L.I.1
  • 28
    • 0029230267 scopus 로고
    • A method of combining multiple experts for the recognition of unconstrained handwritten numerals
    • Y.S. Huang and C.Y. Suen, A method of combining multiple experts for the recognition of unconstrained handwritten numerals, IEEE Trans Pattern Anal Mach Intell 17(1) (1995), 90-94.
    • (1995) IEEE Trans Pattern Anal Mach Intell , vol.17 , Issue.1 , pp. 90-94
    • Huang, Y.S.1    Suen, C.Y.2
  • 30
    • 25844469288 scopus 로고    scopus 로고
    • The nearest subclass classifier: A compromise between the nearest mean and nearest neighbor classifier
    • C.J. Veenman and M.J.T. Reinders, The nearest subclass classifier: A compromise between the nearest mean and nearest neighbor classifier, IEEE Trans Pattern Anal Mach Intell 27(9) (2005), 1417-1429.
    • (2005) IEEE Trans Pattern Anal Mach Intell , vol.27 , Issue.9 , pp. 1417-1429
    • Veenman, C.J.1    Reinders, M.J.T.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.