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Volumn 316, Issue , 2015, Pages 234-245

Near infrared face recognition using Zernike moments and Hermite kernels

Author keywords

Decision fusion; Face recognition; Hermite kernel; Near infrared; Zernike moments

Indexed keywords

DISCRIMINANT ANALYSIS; INFRARED DEVICES; INFRARED IMAGING;

EID: 84930077387     PISSN: 00200255     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ins.2015.04.030     Document Type: Article
Times cited : (57)

References (68)
  • 2
    • 0031187307 scopus 로고    scopus 로고
    • Face recognition: The problem of compensating for changes in illumination direction
    • Y. Adini, Y. Moses, and S. Ullman Face recognition: the problem of compensating for changes in illumination direction IEEE Trans. Pattern Anal. Mach. Intell. 19 1997 721 732
    • (1997) IEEE Trans. Pattern Anal. Mach. Intell. , vol.19 , pp. 721-732
    • Adini, Y.1    Moses, Y.2    Ullman, S.3
  • 3
    • 84905407824 scopus 로고    scopus 로고
    • Good match exploration for thermal infrared face recognition based on YWF-SIFT with multi-scale fusion
    • J. Bai, Y. Ma, J. Li, H. Li, Y. Fang, R. Wang, and H. Wang Good match exploration for thermal infrared face recognition based on YWF-SIFT with multi-scale fusion Infrared Phys. Technolgy. 67 2014 91 97
    • (2014) Infrared Phys. Technolgy. , vol.67 , pp. 91-97
    • Bai, J.1    Ma, Y.2    Li, J.3    Li, H.4    Fang, Y.5    Wang, R.6    Wang, H.7
  • 4
    • 33746767521 scopus 로고    scopus 로고
    • Face recognition by fusing thermal infrared and visible imagery
    • G. Bebis, A. Gyaourova, S. Singh, and I. Pavlidis Face recognition by fusing thermal infrared and visible imagery Image Vis. Comput. 24 2006 727 742
    • (2006) Image Vis. Comput. , vol.24 , pp. 727-742
    • Bebis, G.1    Gyaourova, A.2    Singh, S.3    Pavlidis, I.4
  • 6
  • 7
    • 27844534088 scopus 로고    scopus 로고
    • A survey of approaches and challenges in 3D and multi-modal 3D + 2D face recognition
    • K.W. Bowyer, K. Chang, and P. Flynn A survey of approaches and challenges in 3D and multi-modal 3D + 2D face recognition Comput. Vis. Image Underst. 101 2006 1 15
    • (2006) Comput. Vis. Image Underst. , vol.101 , pp. 1-15
    • Bowyer, K.W.1    Chang, K.2    Flynn, P.3
  • 8
    • 0036543747 scopus 로고    scopus 로고
    • Gabor feature based classification using the enhanced Fisher linear discriminant model for face recognition
    • L. Chengjun, and H. Wechsler Gabor feature based classification using the enhanced Fisher linear discriminant model for face recognition IEEE Trans. Image Process. 11 2002 467 476
    • (2002) IEEE Trans. Image Process. , vol.11 , pp. 467-476
    • Chengjun, L.1    Wechsler, H.2
  • 12
    • 84879647395 scopus 로고    scopus 로고
    • Rotation and noise invariant near-infrared face recognition by means of Zernike moments and spectral regression discriminant analysis
    • S. Farokhi, S.M. Shamsuddin, J. Flusser, U.U. Sheikh, M. Khansari, and J.-K. Kourosh Rotation and noise invariant near-infrared face recognition by means of Zernike moments and spectral regression discriminant analysis J. Electron. Imaging. 22 2013 013030-1 013030-11
    • (2013) J. Electron. Imaging. , vol.22 , pp. 0130301-01303011
    • Farokhi, S.1    Shamsuddin, S.M.2    Flusser, J.3    Sheikh, U.U.4    Khansari, M.5    Kourosh, J.-K.6
  • 15
    • 84906874633 scopus 로고    scopus 로고
    • Evaluating feature extractors and dimension reduction techniques for near infrared face recognition systems
    • S. Farokhi, U.U. Sheikh, J. Flusser, S.M. Shamsuddin, and H. Hashemi Evaluating feature extractors and dimension reduction techniques for near infrared face recognition systems J. Teknol. 70 2014 23 33
    • (2014) J. Teknol. , vol.70 , pp. 23-33
    • Farokhi, S.1    Sheikh, U.U.2    Flusser, J.3    Shamsuddin, S.M.4    Hashemi, H.5
  • 18
    • 84900790076 scopus 로고    scopus 로고
    • Infrared face recognition: A comprehensive review of methodologies and databases
    • R.S. Ghiass, O. Arandjelović, A. Bendada, and X. Maldague Infrared face recognition: a comprehensive review of methodologies and databases Pattern Recognit. 47 2014 2807 2824
    • (2014) Pattern Recognit. , vol.47 , pp. 2807-2824
    • Ghiass, R.S.1    Arandjelović, O.2    Bendada, A.3    Maldague, X.4
  • 21
    • 84899966204 scopus 로고    scopus 로고
    • Quaternion moment and its invariants for color object classification
    • L. Guo, M. Dai, and M. Zhu Quaternion moment and its invariants for color object classification Inform. Sci. 273 2014 132 143
    • (2014) Inform. Sci. , vol.273 , pp. 132-143
    • Guo, L.1    Dai, M.2    Zhu, M.3
  • 23
    • 77649340314 scopus 로고    scopus 로고
    • A systematic method for efficient computation of full and subsets Zernike moments
    • K.M. Hosny A systematic method for efficient computation of full and subsets Zernike moments Inform. Sci. 180 2010 2299 2313
    • (2010) Inform. Sci. , vol.180 , pp. 2299-2313
    • Hosny, K.M.1
  • 26
    • 84907712027 scopus 로고    scopus 로고
    • Nighttime face recognition at large standoff: Cross-distance and cross-spectral matching
    • D. Kang, H. Han, A.K. Jain, and S.-W. Lee Nighttime face recognition at large standoff: cross-distance and cross-spectral matching Pattern Recognit. 47 2014 3750 3766
    • (2014) Pattern Recognit. , vol.47 , pp. 3750-3766
    • Kang, D.1    Han, H.2    Jain, A.K.3    Lee, S.-W.4
  • 27
    • 84897071681 scopus 로고    scopus 로고
    • Two-factor face authentication using matrix permutation transformation and a user password
    • J. Kang, D. Nyang, and K. Lee Two-factor face authentication using matrix permutation transformation and a user password Inform. Sci. 269 2014 1 20
    • (2014) Inform. Sci. , vol.269 , pp. 1-20
    • Kang, J.1    Nyang, D.2    Lee, K.3
  • 28
    • 0033892281 scopus 로고    scopus 로고
    • Towards invariant face recognition
    • A.Z. Kouzani, F. He, and K. Sammut Towards invariant face recognition Inform. Sci. 123 2000 75 101
    • (2000) Inform. Sci. , vol.123 , pp. 75-101
    • Kouzani, A.Z.1    He, F.2    Sammut, K.3
  • 30
    • 77955420248 scopus 로고    scopus 로고
    • Higher order orthogonal moments for invariant facial expression recognition
    • S.M. Lajevardi, and Z.M. Hussain Higher order orthogonal moments for invariant facial expression recognition Digit. Signal Process. 20 2010 1771 1779
    • (2010) Digit. Signal Process. , vol.20 , pp. 1771-1779
    • Lajevardi, S.M.1    Hussain, Z.M.2
  • 31
    • 84887016962 scopus 로고    scopus 로고
    • An efficient 3D face recognition approach using local geometrical signatures
    • Y. Lei, M. Bennamoun, M. Hayat, and Y. Guo An efficient 3D face recognition approach using local geometrical signatures Pattern Recognit. 47 2014 509 524
    • (2014) Pattern Recognit. , vol.47 , pp. 509-524
    • Lei, Y.1    Bennamoun, M.2    Hayat, M.3    Guo, Y.4
  • 32
    • 84861618222 scopus 로고    scopus 로고
    • Face recognition using decimated redundant discrete wavelet transforms
    • D. Li, X. Tang, and W. Pedrycz Face recognition using decimated redundant discrete wavelet transforms Mach. Vis. Appl. 23 2012 391 401
    • (2012) Mach. Vis. Appl. , vol.23 , pp. 391-401
    • Li, D.1    Tang, X.2    Pedrycz, W.3
  • 34
    • 33847418184 scopus 로고    scopus 로고
    • Face recognition using near infrared images
    • S.Z. Li, A.K. Jain, Springer
    • S.Z. Li, and D. Yi Face recognition using near infrared images S.Z. Li, A.K. Jain, Handbook of Face Recognition 2011 Springer 383 400
    • (2011) Handbook of Face Recognition , pp. 383-400
    • Li, S.Z.1    Yi, D.2
  • 35
    • 77953363893 scopus 로고    scopus 로고
    • Local binary patterns variants as texture descriptors for medical image analysis
    • N. Loris, L. Alessandra, and B. Sheryl Local binary patterns variants as texture descriptors for medical image analysis Artif. Intell. Med. 49 2010 117 125
    • (2010) Artif. Intell. Med. , vol.49 , pp. 117-125
    • Loris, N.1    Alessandra, L.2    Sheryl, B.3
  • 36
    • 84893314110 scopus 로고    scopus 로고
    • Nighttime face recognition at long distance: Cross-distance and cross-spectral matching
    • Daejeon, Korea, 5-9 November
    • H. Maeng, S. Liao, D. Kang, S.-W. Lee, A.K. Jain, Nighttime face recognition at long distance: cross-distance and cross-spectral matching, in: Asian Conference on Computer Vision, Daejeon, Korea, 5-9 November, 2012, pp. 1-14.
    • (2012) Asian Conference on Computer Vision , pp. 1-14
    • Maeng, H.1    Liao, S.2    Kang, D.3    Lee, S.-W.4    Jain, A.K.5
  • 37
    • 84908209705 scopus 로고    scopus 로고
    • A new entropy function and a classifier for thermal face recognition
    • Mamta, and M. Hanmandlu A new entropy function and a classifier for thermal face recognition Eng. Appl. Artif. Intell. 36 2014 269 286
    • (2014) Eng. Appl. Artif. Intell. , vol.36 , pp. 269-286
    • Mamta1    Hanmandlu, M.2
  • 38
    • 84921669860 scopus 로고    scopus 로고
    • Robust regional bounding spherical descriptor for 3D face recognition and emotion analysis
    • Y. Ming Robust regional bounding spherical descriptor for 3D face recognition and emotion analysis Image Vis. Comput. 35 2015 14 22
    • (2015) Image Vis. Comput. , vol.35 , pp. 14-22
    • Ming, Y.1
  • 39
    • 52149086132 scopus 로고    scopus 로고
    • Human face recognition using different moment invariants: A comparative study
    • Sanya, Hainan, China, 27-30 May
    • A. Nabatchian, E. Abdel-Raheem, M. Ahmadi, Human face recognition using different moment invariants: a comparative study, in: Congress on Image and Signal Processing (CISP '08), Sanya, Hainan, China, 27-30 May, 2008, pp. 661-666.
    • (2008) Congress on Image and Signal Processing (CISP '08) , pp. 661-666
    • Nabatchian, A.1    Abdel-Raheem, E.2    Ahmadi, M.3
  • 40
    • 84903647729 scopus 로고    scopus 로고
    • NIR and visible image fusion for improving face recognition at long distance
    • Cherbourg, France, 30 June-2 July
    • F. Omri, S. Foufou, M. Abidi, NIR and visible image fusion for improving face recognition at long distance, in: 6th International Conference on Image and Signal Processing (ICISP), Cherbourg, France, 30 June-2 July, 2014, pp. 549-557.
    • (2014) 6th International Conference on Image and Signal Processing (ICISP) , pp. 549-557
    • Omri, F.1    Foufou, S.2    Abidi, M.3
  • 41
    • 84906692376 scopus 로고    scopus 로고
    • Adaptive ensembles for face recognition in changing video surveillance environments
    • C. Pagano, E. Granger, R. Sabourin, G.L. Marcialis, and F. Roli Adaptive ensembles for face recognition in changing video surveillance environments Inform. Sci. 286 2014 75 101
    • (2014) Inform. Sci. , vol.286 , pp. 75-101
    • Pagano, C.1    Granger, E.2    Sabourin, R.3    Marcialis, G.L.4    Roli, F.5
  • 42
    • 78650102524 scopus 로고    scopus 로고
    • Illumination invariant face recognition: A survey of passive methods
    • M. Ramji Illumination invariant face recognition: a survey of passive methods Proc. Comput. Sci. 2 2010 101 110
    • (2010) Proc. Comput. Sci. , vol.2 , pp. 101-110
    • Ramji, M.1
  • 43
    • 84862924932 scopus 로고    scopus 로고
    • Face recognition from visible and near-infrared images using boosted directional binary code
    • Zhengzhou, China, 11-14 August
    • L. Shen, J. He, S. Wu, S. Zheng, Face recognition from visible and near-infrared images using boosted directional binary code, in: International Conference on Intelligent Computing, Zhengzhou, China, 11-14 August, 2012, pp. 404-411.
    • (2012) International Conference on Intelligent Computing , pp. 404-411
    • Shen, L.1    He, J.2    Wu, S.3    Zheng, S.4
  • 44
    • 79953223644 scopus 로고    scopus 로고
    • Face recognition using Zernike and complex Zernike moment features
    • C. Singh, N. Mittal, and E. Walia Face recognition using Zernike and complex Zernike moment features Pattern Recognit. Image Anal. 21 2011 71 81
    • (2011) Pattern Recognit. Image Anal. , vol.21 , pp. 71-81
    • Singh, C.1    Mittal, N.2    Walia, E.3
  • 45
    • 84875228063 scopus 로고    scopus 로고
    • Accurate calculation of Zernike moments
    • C. Singh, E. Walia, and R. Upneja Accurate calculation of Zernike moments Inform. Sci. 233 2013 255 275
    • (2013) Inform. Sci. , vol.233 , pp. 255-275
    • Singh, C.1    Walia, E.2    Upneja, R.3
  • 47
    • 0019047147 scopus 로고
    • Image analysis via the general theory of moments
    • M.R. Teague Image analysis via the general theory of moments JOSA 70 1980 920 930
    • (1980) JOSA , vol.70 , pp. 920-930
    • Teague, M.R.1
  • 49
    • 84930070800 scopus 로고    scopus 로고
    • PolyU-NIRFD. < http://www.comp.polyu.edu.hk/∼biometrics/polyudb-face.htm >.
    • PolyU-NIRFD
  • 50
    • 84908452024 scopus 로고    scopus 로고
    • 3D face recognition: An automatic strategy based on geometrical descriptors and landmarks
    • E. Vezzetti, F. Marcolin, and G. Fracastoro 3D face recognition: an automatic strategy based on geometrical descriptors and landmarks Robot. Auton. Syst. 62 2014 1768 1776
    • (2014) Robot. Auton. Syst. , vol.62 , pp. 1768-1776
    • Vezzetti, E.1    Marcolin, F.2    Fracastoro, G.3
  • 51
    • 69949137773 scopus 로고    scopus 로고
    • An analysis-by-synthesis method for heterogeneous face biometrics
    • Alghero, Italy, 2-5 June
    • R. Wang, J. Yang, D. Yi, S. Li, An analysis-by-synthesis method for heterogeneous face biometrics, in: Third International Conference on Biometrics, Alghero, Italy, 2-5 June, 2009, pp. 319-326.
    • (2009) Third International Conference on Biometrics , pp. 319-326
    • Wang, R.1    Yang, J.2    Yi, D.3    Li, S.4
  • 52
    • 41749115705 scopus 로고    scopus 로고
    • A method of illumination compensation for human face image based on quotient image
    • Y.-h. Wang, X.-j. Ning, C.-x. Yang, and Q.-f. Wang A method of illumination compensation for human face image based on quotient image Inform. Sci. 178 2008 2705 2721
    • (2008) Inform. Sci. , vol.178 , pp. 2705-2721
    • Wang, Y.-H.1    Ning, X.-J.2    Yang, C.-X.3    Wang, Q.-F.4
  • 53
    • 84880332571 scopus 로고    scopus 로고
    • Eyeglasses removal of thermal image based on visible information
    • W.K. Wong, and H. Zhao Eyeglasses removal of thermal image based on visible information Inform. Fusion 14 2013 163 176
    • (2013) Inform. Fusion , vol.14 , pp. 163-176
    • Wong, W.K.1    Zhao, H.2
  • 54
    • 84894054892 scopus 로고    scopus 로고
    • Integrate the original face image and its mirror image for face recognition
    • Y. Xu, X. Li, J. Yang, and D. Zhang Integrate the original face image and its mirror image for face recognition Neurocomputing 131 2014 191 199
    • (2014) Neurocomputing , vol.131 , pp. 191-199
    • Xu, Y.1    Li, X.2    Yang, J.3    Zhang, D.4
  • 55
    • 80053309146 scopus 로고    scopus 로고
    • Bimodal biometrics based on a representation and recognition approach
    • Y. Xu, J. Yang, D. Zhang, and A. Zhong Bimodal biometrics based on a representation and recognition approach Opt. Eng. 50 2011 037202-1 037202-7
    • (2011) Opt. Eng. , vol.50 , pp. 0372021-0372027
    • Xu, Y.1    Yang, J.2    Zhang, D.3    Zhong, A.4
  • 56
    • 84876847505 scopus 로고    scopus 로고
    • Using the idea of the sparse representation to perform coarse-to-fine face recognition
    • Y. Xu, Q. Zhu, Z. Fan, D. Zhang, J. Mi, and Z. Lai Using the idea of the sparse representation to perform coarse-to-fine face recognition Inform. Sci. 238 2013 138 148
    • (2013) Inform. Sci. , vol.238 , pp. 138-148
    • Xu, Y.1    Zhu, Q.2    Fan, Z.3    Zhang, D.4    Mi, J.5    Lai, Z.6
  • 57
    • 80053322153 scopus 로고    scopus 로고
    • Combine crossing matching scores with conventional matching scores for bimodal biometrics and face and palmprint recognition experiments
    • Y. Xu, Q. Zhu, and D. Zhang Combine crossing matching scores with conventional matching scores for bimodal biometrics and face and palmprint recognition experiments Neurocomputing 74 2011 3946 3952
    • (2011) Neurocomputing , vol.74 , pp. 3946-3952
    • Xu, Y.1    Zhu, Q.2    Zhang, D.3
  • 58
    • 84871325672 scopus 로고    scopus 로고
    • Using the original and 'symmetrical face' training samples to perform representation based two-step face recognition
    • Y. Xu, X. Zhu, Z. Li, G. Liu, Y. Lu, and H. Liu Using the original and 'symmetrical face' training samples to perform representation based two-step face recognition Pattern Recognit. 46 2013 1151 1158
    • (2013) Pattern Recognit. , vol.46 , pp. 1151-1158
    • Xu, Y.1    Zhu, X.2    Li, Z.3    Liu, G.4    Lu, Y.5    Liu, H.6
  • 62
    • 68149125478 scopus 로고    scopus 로고
    • Hierarchical ensemble of global and local classifiers for face recognition
    • S. Yu, S. Shiguang, C. Xilin, and G. Wen Hierarchical ensemble of global and local classifiers for face recognition IEEE Trans. Image Process. 18 2009 1885 1896
    • (2009) IEEE Trans. Image Process. , vol.18 , pp. 1885-1896
    • Yu, S.1    Shiguang, S.2    Xilin, C.3    Wen, G.4
  • 63
    • 37649018324 scopus 로고    scopus 로고
    • Pose-encoded spherical harmonics for face recognition and synthesis using a single image
    • Y. Zhanfeng, Z. Wenyi, and C. Rama Pose-encoded spherical harmonics for face recognition and synthesis using a single image EURASIP J. Adv. Signal Process. 2008 2008 1 18
    • (2008) EURASIP J. Adv. Signal Process. , vol.2008 , pp. 1-18
    • Zhanfeng, Y.1    Wenyi, Z.2    Rama, C.3
  • 64
    • 77957920407 scopus 로고    scopus 로고
    • Directional binary code with application to PolyU near-infrared face database
    • B. Zhang, L. Zhang, D. Zhang, and L. Shen Directional binary code with application to PolyU near-infrared face database Pattern Recognit. Lett. 31 2010 2337 2344
    • (2010) Pattern Recognit. Lett. , vol.31 , pp. 2337-2344
    • Zhang, B.1    Zhang, L.2    Zhang, D.3    Shen, L.4
  • 65
    • 84904747940 scopus 로고    scopus 로고
    • A collaborative approach for face verification and attributes refinement
    • L. Zhang, B. Denney, and J. Lu A collaborative approach for face verification and attributes refinement Inform. Sci. 281 2014 620 634
    • (2014) Inform. Sci. , vol.281 , pp. 620-634
    • Zhang, L.1    Denney, B.2    Lu, J.3
  • 66
    • 34147117671 scopus 로고    scopus 로고
    • Automatic texture synthesis for face recognition from single views
    • Hong Kong, China, 20-24 August
    • X. Zhang, Y. Gao, M.K. Leung, Automatic texture synthesis for face recognition from single views, in: 18th International Conference on Pattern Recognition, Hong Kong, China, 20-24 August, 2006, pp. 1151-1154.
    • (2006) 18th International Conference on Pattern Recognition , pp. 1151-1154
    • Zhang, X.1    Gao, Y.2    Leung, M.K.3


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