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Volumn 11, Issue 9, 2016, Pages 1984-1996

Discriminant Correlation Analysis: Real-Time Feature Level Fusion for Multimodal Biometric Recognition

Author keywords

class structure; discriminant correlation analysis; feature level fusion; multimodal biometrics

Indexed keywords

BIOMETRICS; CLASSIFICATION (OF INFORMATION); CORRELATION METHODS; FEATURE EXTRACTION; INFORMATION FUSION; MODAL ANALYSIS;

EID: 84979073626     PISSN: 15566013     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIFS.2016.2569061     Document Type: Article
Times cited : (345)

References (61)
  • 1
    • 25144471298 scopus 로고    scopus 로고
    • Score normalization in multimodal biometric systems
    • Dec
    • A. Jain, K. Nandakumar, and A. Ross, "Score normalization in multimodal biometric systems, " Pattern Recognit., vol. 38, no. 12, pp. 2270-2285, Dec. 2005.
    • (2005) Pattern Recognit , vol.38 , Issue.12 , pp. 2270-2285
    • Jain, A.1    Nandakumar, K.2    Ross, A.3
  • 2
    • 0038343934 scopus 로고    scopus 로고
    • Information fusion in biometrics
    • A. Ross and A. Jain, "Information fusion in biometrics, " Pattern Recognit. Lett., vol. 24, no. 13, pp. 2115-2125, 2003.
    • (2003) Pattern Recognit. Lett , vol.24 , Issue.13 , pp. 2115-2125
    • Ross, A.1    Jain, A.2
  • 4
    • 70149116446 scopus 로고    scopus 로고
    • Multimodal biometric system using rank-level fusion approach
    • Aug
    • M. M. Monwar and M. L. Gavrilova, "Multimodal biometric system using rank-level fusion approach, " IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 39, no. 4, pp. 867-878, Aug. 2009.
    • (2009) IEEE Trans. Syst., Man, Cybern. B, Cybern , vol.39 , Issue.4 , pp. 867-878
    • Monwar, M.M.1    Gavrilova, M.L.2
  • 5
    • 40649121793 scopus 로고    scopus 로고
    • Feature fusion method based on KCCA for ear and profile face based multimodal recognition
    • Aug
    • X. Xu and Z. Mu, "Feature fusion method based on KCCA for ear and profile face based multimodal recognition, " in Proc. IEEE Int. Conf. Autom. Logistics (ICAL), Aug. 2007, pp. 620-623.
    • (2007) Proc. IEEE Int. Conf. Autom. Logistics (ICAL) , pp. 620-623
    • Xu, X.1    Mu, Z.2
  • 6
    • 0035309019 scopus 로고    scopus 로고
    • A shape- and texture-based enhanced Fisher classifier for face recognition
    • Apr
    • C. Liu and H. Wechsler, "A shape- and texture-based enhanced Fisher classifier for face recognition, " IEEE Trans. Image Process., vol. 10, no. 4, pp. 598-608, Apr. 2001.
    • (2001) IEEE Trans. Image Process , vol.10 , Issue.4 , pp. 598-608
    • Liu, C.1    Wechsler, H.2
  • 7
    • 0036132482 scopus 로고    scopus 로고
    • Generalized K-L transform based combined feature extraction
    • Jan
    • J. Yang and J.-Y. Yang, "Generalized K-L transform based combined feature extraction, " Pattern Recognit., vol. 35, no. 1, pp. 295-297, Jan. 2002.
    • (2002) Pattern Recognit , vol.35 , Issue.1 , pp. 295-297
    • Yang, J.1    Yang, J.-Y.2
  • 8
    • 0037410689 scopus 로고    scopus 로고
    • Feature fusion: Parallel strategy vs. Serial strategy
    • Jun
    • J. Yang, J.-Y. Yang, D. Zhang, and J.-F. Lu, "Feature fusion: Parallel strategy vs. serial strategy, " Pattern Recognit., vol. 36, no. 6, pp. 1369-1381, Jun. 2003.
    • (2003) Pattern Recognit , vol.36 , Issue.6 , pp. 1369-1381
    • Yang, J.1    Yang, J.-Y.2    Zhang, D.3    Lu, J.-F.4
  • 9
    • 25144439113 scopus 로고    scopus 로고
    • A new method of feature fusion and its application in image recognition
    • Dec
    • Q.-S. Sun, S.-G. Zeng, Y. Liu, P.-A. Heng, and D.-S. Xia, "A new method of feature fusion and its application in image recognition, " Pattern Recognit., vol. 38, no. 12, pp. 2437-2448, Dec. 2005.
    • (2005) Pattern Recognit , vol.38 , Issue.12 , pp. 2437-2448
    • Sun, Q.-S.1    Zeng, S.-G.2    Liu, Y.3    Heng, P.-A.4    Xia, D.-S.5
  • 10
    • 85032751181 scopus 로고    scopus 로고
    • Canonical correlation analysis for data fusion and group inferences
    • Jun
    • N. M. Correa, T. Adali, Y.-O. Li, and V. D. Calhoun, "Canonical correlation analysis for data fusion and group inferences, " IEEE Signal Process. Mag., vol. 27, no. 4, pp. 39-50, Jun. 2010.
    • (2010) IEEE Signal Process. Mag , vol.27 , Issue.4 , pp. 39-50
    • Correa, N.M.1    Adali, T.2    Li, Y.-O.3    Calhoun, V.D.4
  • 11
    • 84862808107 scopus 로고    scopus 로고
    • Feature-level fusion of fingerprint and fingervein for personal identification
    • Apr
    • J. Yang and X. Zhang, "Feature-level fusion of fingerprint and fingervein for personal identification, " Pattern Recognit. Lett., vol. 33, no. 5, pp. 623-628, Apr. 2012.
    • (2012) Pattern Recognit. Lett , vol.33 , Issue.5 , pp. 623-628
    • Yang, J.1    Zhang, X.2
  • 12
    • 84887023419 scopus 로고    scopus 로고
    • Multi-resolution feature fusion for face recognition
    • Feb
    • K.-H. Pong and K.-M. Lam, "Multi-resolution feature fusion for face recognition, " Pattern Recognit., vol. 47, no. 2, pp. 556-567, Feb. 2014.
    • (2014) Pattern Recognit , vol.47 , Issue.2 , pp. 556-567
    • Pong, K.-H.1    Lam, K.-M.2
  • 13
    • 84912143886 scopus 로고    scopus 로고
    • Uncertain canonical correlation analysis for multi-view feature extraction from uncertain data streams
    • Feb
    • W.-P. Li, J. Yang, and J.-P. Zhang, "Uncertain canonical correlation analysis for multi-view feature extraction from uncertain data streams, " Neurocomputing, vol. 149, pp. 1337-1347, Feb. 2015.
    • (2015) Neurocomputing , vol.149 , pp. 1337-1347
    • Li, W.-P.1    Yang, J.2    Zhang, J.-P.3
  • 14
    • 84948808218 scopus 로고    scopus 로고
    • Fully automatic face normalization and single sample face recognition in unconstrained environments
    • Apr
    • M. Haghighat, M. Abdel-Mottaleb, and W. Alhalabi, "Fully automatic face normalization and single sample face recognition in unconstrained environments, " Expert Syst. Appl., vol. 47, pp. 23-34, Apr. 2016.
    • (2016) Expert Syst. Appl , vol.47 , pp. 23-34
    • Haghighat, M.1    Abdel-Mottaleb, M.2    Alhalabi, W.3
  • 15
    • 0000020007 scopus 로고
    • Canonical analysis of several sets of variables
    • J. R. Kettenring, "Canonical analysis of several sets of variables, " Biometrika, vol. 58, no. 3, pp. 433-451, 1971.
    • (1971) Biometrika , vol.58 , Issue.3 , pp. 433-451
    • Kettenring, J.R.1
  • 16
    • 0036505017 scopus 로고    scopus 로고
    • Multiset canonical correlations analysis and multispectral, truly multitemporal remote sensing data
    • Mar
    • A. A. Nielsen, "Multiset canonical correlations analysis and multispectral, truly multitemporal remote sensing data, " IEEE Trans. Image Process., vol. 11, no. 3, pp. 293-305, Mar. 2002.
    • (2002) IEEE Trans. Image Process , vol.11 , Issue.3 , pp. 293-305
    • Nielsen, A.A.1
  • 17
    • 78651283057 scopus 로고    scopus 로고
    • A novel multiset integrated canonical correlation analysis framework and its application in feature fusion
    • May
    • Y.-H. Yuan, Q.-S. Sun, Q. Zhou, and D.-S. Xia, "A novel multiset integrated canonical correlation analysis framework and its application in feature fusion, " Pattern Recognit., vol. 44, no. 5, pp. 1031-1040, May 2011.
    • (2011) Pattern Recognit , vol.44 , Issue.5 , pp. 1031-1040
    • Yuan, Y.-H.1    Sun, Q.-S.2    Zhou, Q.3    Xia, D.-S.4
  • 19
    • 78049312324 scopus 로고    scopus 로고
    • Image super-resolution via sparse representation
    • Nov
    • J. Yang, J. Wright, T. S. Huang, and Y. Ma, "Image super-resolution via sparse representation, " IEEE Trans. Image Process., vol. 19, no. 11, pp. 2861-2873, Nov. 2010.
    • (2010) IEEE Trans. Image Process , vol.19 , Issue.11 , pp. 2861-2873
    • Yang, J.1    Wright, J.2    Huang, T.S.3    Ma, Y.4
  • 20
    • 84055212058 scopus 로고    scopus 로고
    • Toward a practical face recognition system: Robust alignment and illumination by sparse representation
    • Feb
    • A. Wagner, J. Wright, A. Ganesh, Z. Zhou, H. Mobahi, and Y. Ma, "Toward a practical face recognition system: Robust alignment and illumination by sparse representation, " IEEE Trans. Pattern Anal. Mach. Intell., vol. 34, no. 2, pp. 372-386, Feb. 2012.
    • (2012) IEEE Trans. Pattern Anal. Mach. Intell , vol.34 , Issue.2 , pp. 372-386
    • Wagner, A.1    Wright, J.2    Ganesh, A.3    Zhou, Z.4    Mobahi, H.5    Ma, Y.6
  • 21
    • 79961204716 scopus 로고    scopus 로고
    • Multibiometric systems: Overview, case studies, and open issues
    • London, U.K.: Springer
    • A. Ross and N. Poh, "Multibiometric systems: Overview, case studies, and open issues, " in Handbook of Remote Biometrics. London, U.K.: Springer, 2009, pp. 273-292.
    • (2009) Handbook of Remote Biometrics , pp. 273-292
    • Ross, A.1    Poh, N.2
  • 23
    • 85004059517 scopus 로고    scopus 로고
    • Multimodal task-driven dictionary learning for image classification
    • Jan
    • S. Bahrampour, N. M. Nasrabadi, A. Ray, and W. K. Jenkins, "Multimodal task-driven dictionary learning for image classification, " IEEE Trans. Image Process., vol. 25, no. 1, pp. 24-38, Jan. 2016.
    • (2016) IEEE Trans. Image Process , vol.25 , Issue.1 , pp. 24-38
    • Bahrampour, S.1    Nasrabadi, N.M.2    Ray, A.3    Jenkins, W.K.4
  • 26
    • 0031185845 scopus 로고    scopus 로고
    • Eigenfaces vs. Fisherfaces: Recognition using class specific linear projection
    • Jul
    • P. N. Belhumeur, J. P. Hespanha, and D. Kriegman, "Eigenfaces vs. Fisherfaces: Recognition using class specific linear projection, " IEEE Trans. Pattern Anal. Mach. Intell., vol. 19, no. 7, pp. 711-720, Jul. 1997.
    • (1997) IEEE Trans. Pattern Anal. Mach. Intell , vol.19 , Issue.7 , pp. 711-720
    • Belhumeur, P.N.1    Hespanha, J.P.2    Kriegman, D.3
  • 27
    • 34247568488 scopus 로고    scopus 로고
    • Discriminative learning and recognition of image set classes using canonical correlations
    • Jun
    • T.-K. Kim, J. Kittler, and R. Cipolla, "Discriminative learning and recognition of image set classes using canonical correlations, " IEEE Trans. Pattern Anal. Mach. Intell., vol. 29, no. 6, pp. 1005-1018, Jun. 2007.
    • (2007) IEEE Trans. Pattern Anal. Mach. Intell , vol.29 , Issue.6 , pp. 1005-1018
    • Kim, T.-K.1    Kittler, J.2    Cipolla, R.3
  • 29
    • 0026065565 scopus 로고
    • Eigenfaces for recognition
    • M. Turk and A. Pentland, "Eigenfaces for recognition, " J. Cognit. Neurosci., vol. 3, no. 1, pp. 71-86, 1991.
    • (1991) J. Cognit. Neurosci , vol.3 , Issue.1 , pp. 71-86
    • Turk, M.1    Pentland, A.2
  • 31
    • 33747723471 scopus 로고    scopus 로고
    • The effect of lighting direction/condition on the performance of face recognition algorithms
    • Apr
    • G. Fahmy, A. El-Sherbeeny, S. Mandala, M. Abdel-Mottaleb, and H. Ammar, "The effect of lighting direction/condition on the performance of face recognition algorithms, " Proc. SPIE, vol. 6202, pp. 188-200, Apr. 2006.
    • (2006) Proc. SPIE , vol.6202 , pp. 188-200
    • Fahmy, G.1    El-Sherbeeny, A.2    Mandala, S.3    Abdel-Mottaleb, M.4    Ammar, H.5
  • 32
    • 51849169270 scopus 로고    scopus 로고
    • A protocol for multibiometric data acquisition, storage and dissemination
    • West Virginia Univ., Morgantown, WV, USA, Tech. Rep
    • S. Crihalmeanu, A. Ross, S. Schuckers, and L. Hornak, "A protocol for multibiometric data acquisition, storage and dissemination, " Dept. Comput. Sci. Elect. Eng., West Virginia Univ., Morgantown, WV, USA, Tech. Rep., 2007.
    • (2007) Dept. Comput. Sci. Elect. Eng
    • Crihalmeanu, S.1    Ross, A.2    Schuckers, S.3    Hornak, L.4
  • 35
    • 0036543747 scopus 로고    scopus 로고
    • Gabor feature based classification using the enhanced Fisher linear discriminant model for face recognition
    • Apr
    • C. Liu and H. Wechsler, "Gabor feature based classification using the enhanced Fisher linear discriminant model for face recognition, " IEEE Trans. Image Process., vol. 11, no. 4, pp. 467-476, Apr. 2002.
    • (2002) IEEE Trans. Image Process , vol.11 , Issue.4 , pp. 467-476
    • Liu, C.1    Wechsler, H.2
  • 41
    • 70349808992 scopus 로고    scopus 로고
    • Joint blind source separation by multiset canonical correlation analysis
    • Oct
    • Y.-O. Li, T. Adali, W. Wang, and V. D. Calhoun, "Joint blind source separation by multiset canonical correlation analysis, " IEEE Trans. Signal Process., vol. 57, no. 10, pp. 3918-3929, Oct. 2009.
    • (2009) IEEE Trans. Signal Process , vol.57 , Issue.10 , pp. 3918-3929
    • Li, Y.-O.1    Adali, T.2    Wang, W.3    Calhoun, V.D.4
  • 43
    • 84866667680 scopus 로고    scopus 로고
    • Face detection, pose estimation, and landmark localization in the wild
    • Jun
    • X. Zhu and D. Ramanan, "Face detection, pose estimation, and landmark localization in the wild, " in Proc. IEEE Conf. Comput. Vis. Pattern Recognit. (CVPR), Jun. 2012, pp. 2879-2886.
    • (2012) Proc. IEEE Conf. Comput. Vis. Pattern Recognit. (CVPR) , pp. 2879-2886
    • Zhu, X.1    Ramanan, D.2
  • 44
    • 84887438780 scopus 로고    scopus 로고
    • Gender classification using automatically detected and aligned 3D ear range data
    • Jun
    • J. Lei, J. Zhou, and M. Abdel-Mottaleb, "Gender classification using automatically detected and aligned 3D ear range data, " in Proc. Int. Conf. Biometrics (ICB), Jun. 2013, pp. 1-7.
    • (2013) Proc. Int. Conf. Biometrics (ICB) , pp. 1-7
    • Lei, J.1    Zhou, J.2    Abdel-Mottaleb, M.3
  • 45
    • 33646005199 scopus 로고    scopus 로고
    • Invariance properties of Gabor filter-based features-overview and applications
    • May
    • J.-K. Kamarainen, V. Kyrki, and H. Kalviainen, "Invariance properties of Gabor filter-based features-overview and applications, " IEEE Trans. Image Process., vol. 15, no. 5, pp. 1088-1099, May 2006.
    • (2006) IEEE Trans. Image Process , vol.15 , Issue.5 , pp. 1088-1099
    • Kamarainen, J.-K.1    Kyrki, V.2    Kalviainen, H.3
  • 46
    • 84935496015 scopus 로고    scopus 로고
    • CloudID: Trustworthy cloud-based and cross-enterprise biometric identification
    • Nov
    • M. Haghighat, S. Zonouz, and M. Abdel-Mottaleb, "CloudID: Trustworthy cloud-based and cross-enterprise biometric identification, " Expert Syst. Appl., vol. 42, no. 21, pp. 7905-7916, Nov. 2015.
    • (2015) Expert Syst. Appl , vol.42 , Issue.21 , pp. 7905-7916
    • Haghighat, M.1    Zonouz, S.2    Abdel-Mottaleb, M.3
  • 50
    • 35048833910 scopus 로고    scopus 로고
    • A systematic approach for feature extraction in fingerprint images
    • Berlin, Germany: Springer
    • S. Chikkerur, C. Wu, and V. Govindaraju, "A systematic approach for feature extraction in fingerprint images, " in Biometric Authentication. Berlin, Germany: Springer, 2004, pp. 344-350.
    • (2004) Biometric Authentication , pp. 344-350
    • Chikkerur, S.1    Wu, C.2    Govindaraju, V.3
  • 52
    • 33645962585 scopus 로고    scopus 로고
    • Matlab source code for a biometric identification system based on iris patterns
    • Stirling Highway, WA, Australia, Tech. Rep
    • L. Masek and P. Kovesi, "Matlab source code for a biometric identification system based on iris patterns, " Dept. School Comput. Sci. Softw. Eng., Univ. Western Australia, Stirling Highway, WA, Australia, Tech. Rep., 2003, vol. 26.
    • (2003) Dept. School Comput. Sci. Softw. Eng., Univ. Western Australia , vol.26
    • Masek, L.1    Kovesi, P.2
  • 56
    • 58349103478 scopus 로고    scopus 로고
    • Real time face and mouth recognition using radial basis function neural networks
    • Apr
    • M. Balasubramanian, S. Palanivel, and V. Ramalingam, "Real time face and mouth recognition using radial basis function neural networks, " Expert Syst. Appl., vol. 36, no. 3, pp. 6879-6888, Apr. 2009.
    • (2009) Expert Syst. Appl , vol.36 , Issue.3 , pp. 6879-6888
    • Balasubramanian, M.1    Palanivel, S.2    Ramalingam, V.3
  • 58
    • 84872110686 scopus 로고    scopus 로고
    • Matching composite sketches to face photos: A component-based approach
    • Jan
    • H. Han, B. F. Klare, K. Bonnen, and A. K. Jain, "Matching composite sketches to face photos: A component-based approach, " IEEE Trans. Inf. Forensics Security, vol. 8, no. 1, pp. 191-204, Jan. 2013.
    • (2013) IEEE Trans. Inf. Forensics Security , vol.8 , Issue.1 , pp. 191-204
    • Han, H.1    Klare, B.F.2    Bonnen, K.3    Jain, A.K.4
  • 59
    • 70349854895 scopus 로고    scopus 로고
    • Face photo-sketch synthesis and recognition
    • Nov
    • X. Wang and X. Tang, "Face photo-sketch synthesis and recognition, " IEEE Trans. Pattern Anal. Mach. Intell., vol. 31, no. 11, pp. 1955-1967, Nov. 2009.
    • (2009) IEEE Trans. Pattern Anal. Mach. Intell , vol.31 , Issue.11 , pp. 1955-1967
    • Wang, X.1    Tang, X.2


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