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Volumn 23, Issue 9, 2014, Pages 3922-3934

Ordinal feature selection for Iris and palmprint recognition

Author keywords

feature selection; Iris; linear programming; ordinal measures; palmprint

Indexed keywords

BIOMETRICS; CONSTRAINT THEORY; FEATURE EXTRACTION;

EID: 84905259141     PISSN: 10577149     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIP.2014.2332396     Document Type: Article
Times cited : (53)

References (37)
  • 2
    • 84863730708 scopus 로고    scopus 로고
    • Ordinal representations for biometrics recognition
    • T. Tan and Z. Sun, "Ordinal representations for biometrics recognition," in Proc. 15th Eur. Signal Process. Conf., 2007, pp. 35-39.
    • (2007) Proc. 15th Eur. Signal Process. Conf. , pp. 35-39
    • Tan, T.1    Sun, Z.2
  • 3
    • 70350622599 scopus 로고    scopus 로고
    • Ordinal measures for iris recognition
    • Dec.
    • Z. Sun and T. Tan, "Ordinal measures for iris recognition," IEEE Trans. Pattern Anal. Mach. Intell., vol. 31, no. 12, pp. 2211-2226, Dec. 2009.
    • (2009) IEEE Trans. Pattern Anal. Mach. Intell. , vol.31 , Issue.12 , pp. 2211-2226
    • Sun, Z.1    Tan, T.2
  • 6
    • 17044405923 scopus 로고    scopus 로고
    • Toward integrating feature selection algorithms for classification and clustering
    • Apr.
    • H. Liu and L. Yu, "Toward integrating feature selection algorithms for classification and clustering," IEEE Trans. Knowl. Data Eng., vol. 17, no. 4, pp. 491-502, Apr. 2005.
    • (2005) IEEE Trans. Knowl. Data Eng. , vol.17 , Issue.4 , pp. 491-502
    • Liu, H.1    Yu, L.2
  • 7
    • 25144492516 scopus 로고    scopus 로고
    • Efficient feature selection via analysis of relevance and redundancy
    • Oct.
    • L. Yu and H. Liu, "Efficient feature selection via analysis of relevance and redundancy," J. Mach. Learn. Res., vol. 5, pp. 1205-1224, Oct. 2004.
    • (2004) J. Mach. Learn. Res. , vol.5 , pp. 1205-1224
    • Yu, L.1    Liu, H.2
  • 8
    • 85065703189 scopus 로고    scopus 로고
    • Correlation-based feature selection for discrete and numeric class machine learning
    • M. A. Hall, "Correlation-based feature selection for discrete and numeric class machine learning," in Proc. 17th Int. Conf. Mach. Learn., 2000, pp. 359-366.
    • (2000) Proc. 17th Int. Conf. Mach. Learn. , pp. 359-366
    • Hall, M.A.1
  • 9
    • 0010739663 scopus 로고    scopus 로고
    • Filters, wrappers and a boosting-based hybrid for feature selection
    • S. Das, "Filters, wrappers and a boosting-based hybrid for feature selection," in Proc. 18th Int. Conf. Mach. Learn., 2001, pp. 74-81.
    • (2001) Proc. 18th Int. Conf. Mach. Learn. , pp. 74-81
    • Das, S.1
  • 10
    • 84870441851 scopus 로고    scopus 로고
    • A fast clustering-based feature subset selection algorithm for high-dimensional data
    • Jan.
    • Q. Song, J. Ni, and G. Wang, "A fast clustering-based feature subset selection algorithm for high-dimensional data," IEEE Trans. Knowl. Data Eng., vol. 25, no. 1, pp. 1-14, Jan. 2013.
    • (2013) IEEE Trans. Knowl. Data Eng. , vol.25 , Issue.1 , pp. 1-14
    • Song, Q.1    Ni, J.2    Wang, G.3
  • 11
    • 24344458137 scopus 로고    scopus 로고
    • Feature selection based on mutual information criteria of max-dependency, max-relevance, and min-redundancy
    • Aug.
    • H. Peng, F. Long, and C. Ding, "Feature selection based on mutual information criteria of max-dependency, max-relevance, and min-redundancy," IEEE Trans. Pattern Anal. Mach. Intell., vol. 27, no. 8, pp. 1226-1238, Aug. 2005.
    • (2005) IEEE Trans. Pattern Anal. Mach. Intell. , vol.27 , Issue.8 , pp. 1226-1238
    • Peng, H.1    Long, F.2    Ding, C.3
  • 12
    • 0141990695 scopus 로고    scopus 로고
    • Theoretical and empirical analysis of ReliefF and RReliefF
    • R.-S. Marko and K. Igor, "Theoretical and empirical analysis of ReliefF and RReliefF," Mach. Learn. J., vol. 53, nos. 1-2, pp. 23-69, 2003.
    • (2003) Mach. Learn. J. , vol.53 , Issue.1-2 , pp. 23-69
    • Marko, R.-S.1    Igor, K.2
  • 13
    • 9744249863 scopus 로고    scopus 로고
    • Simultaneous feature selection and classifier training via linear programming: A case study for face expression recognition
    • Jun.
    • G. Guo and C. R. Dyer, "Simultaneous feature selection and classifier training via linear programming: a case study for face expression recognition," in Proc. Conf. Comput. Vis. Pattern Recognit. (CVPR), Jun. 2003, pp. 346-352.
    • (2003) Proc. Conf. Comput. Vis. Pattern Recognit. (CVPR) , pp. 346-352
    • Guo, G.1    Dyer, C.R.2
  • 14
    • 2142812371 scopus 로고    scopus 로고
    • Robust real-time face detection
    • May
    • P. Viola and M. Jones, "Robust real-time face detection," Int. J. Comput. Vis., vol. 57, no. 2, pp. 137-154, May 2004.
    • (2004) Int. J. Comput. Vis. , vol.57 , Issue.2 , pp. 137-154
    • Viola, P.1    Jones, M.2
  • 15
    • 63049089490 scopus 로고    scopus 로고
    • A regularized framework for feature selection in face detection and authentication
    • Jun.
    • A. Destrero, C. De Mol, F. Odone, and A. Verri, "A regularized framework for feature selection in face detection and authentication," Int. J. Comput. Vis., vol. 83, no. 2, pp. 164-177, Jun. 2009.
    • (2009) Int. J. Comput. Vis. , vol.83 , Issue.2 , pp. 164-177
    • Destrero, A.1    De Mol, C.2    Odone, F.3    Verri, A.4
  • 16
    • 33947510451 scopus 로고    scopus 로고
    • Illumination invariant face recognition using near-infrared images
    • Apr.
    • S. Z. Li, R. Chu, S. Liao, and L. Zhang, "Illumination invariant face recognition using near-infrared images," IEEE Trans. Pattern Anal. Mach. Intell., vol. 29, no. 4, pp. 627-639, Apr. 2007.
    • (2007) IEEE Trans. Pattern Anal. Mach. Intell. , vol.29 , Issue.4 , pp. 627-639
    • Li, S.Z.1    Chu, R.2    Liao, S.3    Zhang, L.4
  • 17
    • 58049206648 scopus 로고    scopus 로고
    • A sparsity-enforcing method for learning face features
    • Jan.
    • A. Destrero, C. De Mol, F. Odone, and A. Verri, "A sparsity-enforcing method for learning face features," IEEE Trans. Image Process., vol. 18, no. 1, pp. 188-201, Jan. 2009.
    • (2009) IEEE Trans. Image Process. , vol.18 , Issue.1 , pp. 188-201
    • Destrero, A.1    De Mol, C.2    Odone, F.3    Verri, A.4
  • 18
    • 84874561081 scopus 로고    scopus 로고
    • Robust regularized feature selection for iris recognition via linear programming
    • Nov.
    • L. Wang, Z. Sun, and T. Tan, "Robust regularized feature selection for iris recognition via linear programming," in Proc. 21st Int. Conf. Pattern Recognit. (ICPR), Nov. 2012, pp. 3358-3361.
    • (2012) Proc. 21st Int. Conf. Pattern Recognit. (ICPR) , pp. 3358-3361
    • Wang, L.1    Sun, Z.2    Tan, T.3
  • 19
    • 84905218532 scopus 로고    scopus 로고
    • May 23).
    • (2014, May 23). CPLEX [Online]. Available: http://www.ibm.com
    • (2014) CPLEX
  • 20
    • 84905233794 scopus 로고    scopus 로고
    • May 23).
    • (2014, May 23). LINDO [Online]. Available: http://www.lindo.com
    • (2014) LINDO
  • 22
    • 0034164230 scopus 로고    scopus 로고
    • Additive logistic regression: A statistical view of boosting
    • J. Friedman, T. Hastie, and R. Tibshirani, "Additive logistic regression: A statistical view of boosting," Ann. Statist., vol. 28, no. 2, pp. 337-407, 2000.
    • (2000) Ann. Statist. , vol.28 , Issue.2 , pp. 337-407
    • Friedman, J.1    Hastie, T.2    Tibshirani, R.3
  • 23
    • 7044231546 scopus 로고    scopus 로고
    • An iterative thresholding algorithm for linear inverse problems with a sparsity constraint
    • Nov.
    • I. Daubechies, M. Defrise, and C. De Mol, "An iterative thresholding algorithm for linear inverse problems with a sparsity constraint," Commun. Pure Appl. Mathem., vol. 57, no. 11, pp. 1413-1457, Nov. 2004.
    • (2004) Commun. Pure Appl. Mathem. , vol.57 , Issue.11 , pp. 1413-1457
    • Daubechies, I.1    Defrise, M.2    De Mol, C.3
  • 24
    • 67651002245 scopus 로고    scopus 로고
    • Toward accurate and fast iris segmentation for iris biometrics
    • Sep.
    • Z. He, T. Tan, Z. Sun, and X. Qiu, "Toward accurate and fast iris segmentation for iris biometrics," IEEE Trans. Pattern Anal. Mach. Intell., vol. 31, no. 9, pp. 1670-1684, Sep. 2009.
    • (2009) IEEE Trans. Pattern Anal. Mach. Intell. , vol.31 , Issue.9 , pp. 1670-1684
    • He, Z.1    Tan, T.2    Sun, Z.3    Qiu, X.4
  • 25
    • 84905274559 scopus 로고    scopus 로고
    • May 23).
    • (2014, May 23). CASIA Iris Image Database [Online]. Available: http://biometrics.idealtest.org
    • (2014) CASIA Iris Image Database
  • 26
    • 0027700869 scopus 로고
    • High confidence visual recognition of persons by a test of statistical independence
    • Nov.
    • J. G. Daugman, "High confidence visual recognition of persons by a test of statistical independence," IEEE Trans. Pattern Anal. Mach. Intell., vol. 15, no. 11, pp. 1148-1161, Nov. 1993.
    • (1993) IEEE Trans. Pattern Anal. Mach. Intell. , vol.15 , Issue.11 , pp. 1148-1161
    • Daugman, J.G.1
  • 27
    • 2942628075 scopus 로고    scopus 로고
    • Efficient iris recognition by characterizing key local variations
    • Jun.
    • L. Ma, T. Tan, Y. Wang, and D. Zhang, "Efficient iris recognition by characterizing key local variations," IEEE Trans. Image Process., vol. 13, no. 6, pp. 739-750, Jun. 2004.
    • (2004) IEEE Trans. Image Process. , vol.13 , Issue.6 , pp. 739-750
    • Ma, L.1    Tan, T.2    Wang, Y.3    Zhang, D.4
  • 29
    • 84863229626 scopus 로고    scopus 로고
    • A comparative study of palmprint recognition algorithms
    • Jan.
    • D. Zhang, W. Zuo, and F. Yue, "A comparative study of palmprint recognition algorithms," ACM Comput. Surveys, vol. 44, no. 1, p. 2, Jan. 2012.
    • (2012) ACM Comput. Surveys , vol.44 , Issue.1 , pp. 2
    • Zhang, D.1    Zuo, W.2    Yue, F.3
  • 30
    • 62749088939 scopus 로고    scopus 로고
    • A survey of palmprint recognition
    • A. Kong, D. Zhang, and M. Kamel, "A survey of palmprint recognition," J. Pattern Recognit., vol. 42, no. 7, pp. 1408-1418, 2009.
    • (2009) J. Pattern Recognit. , vol.42 , Issue.7 , pp. 1408-1418
    • Kong, A.1    Zhang, D.2    Kamel, M.3
  • 32
    • 67649410197 scopus 로고    scopus 로고
    • Orientation selection using modified FCM for competitive code-based palmprint recognition
    • F. Yue, W. Zuo, D. Zhang, and K. Wang, "Orientation selection using modified FCM for competitive code-based palmprint recognition," Pattern Recognit., vol. 42, no. 11, pp. 2841-2849, 2009.
    • (2009) Pattern Recognit. , vol.42 , Issue.11 , pp. 2841-2849
    • Yue, F.1    Zuo, W.2    Zhang, D.3    Wang, K.4
  • 33
    • 77956009406 scopus 로고    scopus 로고
    • The multiscale competitive code via sparse representation for palmprint verification
    • Jun.
    • W. Zuo, Z. Lin, Z. Guo, and D. Zhang, "The multiscale competitive code via sparse representation for palmprint verification," in Proc. IEEE Conf. Comput. Vis. Pattern Recognit. (CVPR), Jun. 2010, pp. 2265-2272.
    • (2010) Proc. IEEE Conf. Comput. Vis. Pattern Recognit. (CVPR) , pp. 2265-2272
    • Zuo, W.1    Lin, Z.2    Guo, Z.3    Zhang, D.4
  • 34
    • 38349182505 scopus 로고    scopus 로고
    • Palmprint verification based on robust line orientation code
    • May
    • W. Jia, D.-S. Huang, and D. Zhang, "Palmprint verification based on robust line orientation code," Pattern Recognit., vol. 41, no. 5, pp. 1504-1513, May 2008.
    • (2008) Pattern Recognit. , vol.41 , Issue.5 , pp. 1504-1513
    • Jia, W.1    Huang, D.-S.2    Zhang, D.3
  • 35
    • 85016359649 scopus 로고    scopus 로고
    • May 23).
    • (2014, May 23). PolyU Palmprint Database [Online]. Available: http://www.comp.polyu.edu.hk/∼biometrics/
    • (2014) PolyU Palmprint Database
  • 36
    • 84905269345 scopus 로고    scopus 로고
    • May 23).
    • (2014, May 23). CASIA Palmprint Database [Online]. Available: http://biometrics.idealtest.org
    • (2014) CASIA Palmprint Database
  • 37
    • 84905235537 scopus 로고    scopus 로고
    • May 23).
    • (2014, May 23). Appendix of this Paper [Online]. Available: http://www.cripac.ia.ac.cn/people/znsun/TIP-LPOM.pdf
    • (2014) Appendix of This Paper


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