메뉴 건너뛰기




Volumn 48, Issue 12, 2015, Pages 3811-3824

Nuclear-L1 norm joint regression for face reconstruction and recognition with mixed noise

Author keywords

Alternating direction method of multipliers (ADMM); Dependence; Face recognition; Nuclear norm; Sparse representation

Indexed keywords

NUCLEAR MAGNETIC RESONANCE; PROBABILITY DISTRIBUTIONS; REGRESSION ANALYSIS;

EID: 84941424128     PISSN: 00313203     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patcog.2015.06.012     Document Type: Article
Times cited : (48)

References (56)
  • 2
    • 84926662675 scopus 로고
    • Nearest neighbor pattern classification
    • T. Cover, and P. Hart Nearest neighbor pattern classification IEEE Trans. Inf. Theory 13 1967 21 27
    • (1967) IEEE Trans. Inf. Theory , vol.13 , pp. 21-27
    • Cover, T.1    Hart, P.2
  • 3
    • 0033096854 scopus 로고    scopus 로고
    • Face recognition using the nearest feature line method
    • S. Li, and J. Lu Face recognition using the nearest feature line method IEEE Trans. Neural Netw. 10 1999 439 443
    • (1999) IEEE Trans. Neural Netw. , vol.10 , pp. 439-443
    • Li, S.1    Lu, J.2
  • 6
    • 57349174008 scopus 로고    scopus 로고
    • Enhancing sparsity by reweighted l1 minimization
    • E. Cands, M. Wakin, and S. Boydg Enhancing sparsity by reweighted l1 minimization J. Fourier Anal. Appl. 14 2008 877 905
    • (2008) J. Fourier Anal. Appl. , vol.14 , pp. 877-905
    • Cands, E.1    Wakin, M.2    Boydg, S.3
  • 8
    • 80055016825 scopus 로고    scopus 로고
    • Beyond sparsity: the role of l1-optimizer in pattern classification
    • J. Yang, L. Zhang, Y. Xu, and J.Y. Yang Beyond sparsity: the role of l1-optimizer in pattern classification Pattern Recognit. 45 2012 1104 1118
    • (2012) Pattern Recognit. , vol.45 , pp. 1104-1118
    • Yang, J.1    Zhang, L.2    Xu, Y.3    Yang, J.Y.4
  • 9
    • 84877917500 scopus 로고    scopus 로고
    • Sparse representation classifier steered discriminative projection with applications to face recognition
    • J. Yang, D. Chu, L. Zhang, and Y. Xu Sparse representation classifier steered discriminative projection with applications to face recognition IEEE Trans. Neural Netw. Learn. Syst. 24 2013 1023 1035
    • (2013) IEEE Trans. Neural Netw. Learn. Syst. , vol.24 , pp. 1023-1035
    • Yang, J.1    Chu, D.2    Zhang, L.3    Xu, Y.4
  • 13
    • 84946263679 scopus 로고
    • Robust regression using iteratively reweighted least-squares
    • P.W. Holland, and R.E. Welsch Robust regression using iteratively reweighted least-squares Commun. Stat.: Theory Methods 6 6 1977 813 827
    • (1977) Commun. Stat.: Theory Methods , vol.6 , Issue.6 , pp. 813-827
    • Holland, P.W.1    Welsch, R.E.2
  • 15
    • 84891600080 scopus 로고    scopus 로고
    • Half-Quadratic-Based Iterative Minimization for Robust Sparse Representation
    • R. He, W.S. Zheng, T.T Tan, and Z. Sun Half-Quadratic-Based Iterative Minimization for Robust Sparse Representation IEEE Trans. Pattern Anal. Mach. Intell 36 2 2014 261 275
    • (2014) IEEE Trans. Pattern Anal. Mach. Intell , vol.36 , Issue.2 , pp. 261-275
    • He, R.1    Zheng, W.S.2    Tan, T.T.3    Sun, Z.4
  • 16
    • 79960520849 scopus 로고    scopus 로고
    • Graph laplace for occluded face completion and recognition
    • Y. Deng, Q. Dai, and Z. Zhang Graph laplace for occluded face completion and recognition IEEE Trans. Image Process. 20 8 2011 2329 2338
    • (2011) IEEE Trans. Image Process. , vol.20 , Issue.8 , pp. 2329-2338
    • Deng, Y.1    Dai, Q.2    Zhang, Z.3
  • 19
    • 84893868154 scopus 로고    scopus 로고
    • Efficient detection of occlusion prior to robust face recognition
    • R. Min, A. Hadid, and J.L. Dugelay Efficient detection of occlusion prior to robust face recognition Sci. World J. 2014
    • (2014) Sci. World J.
    • Min, R.1    Hadid, A.2    Dugelay, J.L.3
  • 20
    • 84885674785 scopus 로고    scopus 로고
    • A novel method for recognizing face with partial occlusion via sparse representation
    • J.X. Mi, D. Lei, and J. Gui A novel method for recognizing face with partial occlusion via sparse representation Optik - Int. J. Light Electron Opt. 124 24 2013 6786 6789
    • (2013) Optik - Int. J. Light Electron Opt. , vol.124 , Issue.24 , pp. 6786-6789
    • Mi, J.X.1    Lei, D.2    Gui, J.3
  • 23
    • 84875144046 scopus 로고    scopus 로고
    • Structured sparse error coding for face recognition with occlusion
    • X.X. Li, D.Q. Dai, X.F. Zhang, and C.X. Ren Structured sparse error coding for face recognition with occlusion IEEE Trans. Image Process. 22 2013 1889 1990
    • (2013) IEEE Trans. Image Process. , vol.22 , pp. 1889-1990
    • Li, X.X.1    Dai, D.Q.2    Zhang, X.F.3    Ren, C.X.4
  • 25
    • 84887025084 scopus 로고    scopus 로고
    • Fast and robust face recognition via coding residual map learning based adaptive masking
    • M. Yang, Z. Feng, S. Shiu, and L. Zhang Fast and robust face recognition via coding residual map learning based adaptive masking Pattern Recognit. 47 2 2014 535 543
    • (2014) Pattern Recognit. , vol.47 , Issue.2 , pp. 535-543
    • Yang, M.1    Feng, Z.2    Shiu, S.3    Zhang, L.4
  • 26
    • 84891629419 scopus 로고    scopus 로고
    • Robust face recognition via occlusion dictionary learning, pattern recognition
    • W. Ou, X. You, D. Tao, P. Zhang, Y. Tang, and Z. Zhu Robust face recognition via occlusion dictionary learning, pattern recognition Pattern Recognit. 47 4 2014 1559 1572
    • (2014) Pattern Recognit. , vol.47 , Issue.4 , pp. 1559-1572
    • Ou, W.1    You, X.2    Tao, D.3    Zhang, P.4    Tang, Y.5    Zhu, Z.6
  • 27
    • 78149327980 scopus 로고    scopus 로고
    • Gabor feature based sparse representation for face recognition with gabor occlusion dictionary
    • Springer, Berlin, Germany
    • M. Yang, L. Zhang, Gabor feature based sparse representation for face recognition with gabor occlusion dictionary, in: Proceedings of the 11th European Conference on Computer Vision (ECCV 2010), Springer, Berlin, Germany, 2010, pp. 448-461.
    • (2010) Proceedings of the 11th European Conference on Computer Vision (ECCV 2010) , pp. 448-461
    • Yang, M.1    Zhang, L.2
  • 28
    • 79953042112 scopus 로고    scopus 로고
    • Restoration of images corrupted by mixed Gaussian-impulse noise via l1-l0 minimization
    • Y. Xiao, T. Zeng, J. Yu, and M.K. Ng Restoration of images corrupted by mixed Gaussian-impulse noise via l1-l0 minimization Pattern Recognit. 44 8 2011 1708 1720
    • (2011) Pattern Recognit. , vol.44 , Issue.8 , pp. 1708-1720
    • Xiao, Y.1    Zeng, T.2    Yu, J.3    Ng, M.K.4
  • 29
    • 84873374116 scopus 로고    scopus 로고
    • A weighted dictionary learning model for denoising images corrupted by mixed noise
    • J. Liu, X.C. Tai, H. Huang, and Z. Huan A weighted dictionary learning model for denoising images corrupted by mixed noise IEEE Trans. Image Process. 22 3 2013 1108 1120
    • (2013) IEEE Trans. Image Process. , vol.22 , Issue.3 , pp. 1108-1120
    • Liu, J.1    Tai, X.C.2    Huang, H.3    Huan, Z.4
  • 31
    • 84919474328 scopus 로고    scopus 로고
    • Mixed noise removal by weighted low rank model
    • J.L. Jiang, J. Yang, Y. Cui, and L. Luo Mixed noise removal by weighted low rank model Neurocomputing 151 2015 817 826
    • (2015) Neurocomputing , vol.151 , pp. 817-826
    • Jiang, J.L.1    Yang, J.2    Cui, Y.3    Luo, L.4
  • 32
    • 84941423581 scopus 로고    scopus 로고
    • Nuclear-L1 norm joint regression for face reconstruction and recognition
    • L. Luo, J. Yang, J.J. Qian, Y. Tai, Nuclear-L1 norm joint regression for face reconstruction and recognition, in: Proceedings of the ACCV, 2014.
    • (2014) Proceedings of the ACCV
    • Luo, L.1    Yang, J.2    Qian, J.J.3    Tai, Y.4
  • 33
    • 26944458108 scopus 로고    scopus 로고
    • The multivariate skew-slash distribution
    • J. Wang, and M.G. Genton The multivariate skew-slash distribution J. Stat. Plan. Inference 136 2006 209 220
    • (2006) J. Stat. Plan. Inference , vol.136 , pp. 209-220
    • Wang, J.1    Genton, M.G.2
  • 34
    • 0000217030 scopus 로고
    • Normal/independent distributions and their applications in robust regression
    • K. Lange, and J.S. Sinsheimer Normal/independent distributions and their applications in robust regression J. Comput. Graph. Stat. 2 1993 175 198
    • (1993) J. Comput. Graph. Stat. , vol.2 , pp. 175-198
    • Lange, K.1    Sinsheimer, J.S.2
  • 35
    • 56949093142 scopus 로고    scopus 로고
    • A generalization of the multivariate slash distribution
    • O. Arslan, and A.I. Genc A generalization of the multivariate slash distribution J. Stat. Plan. Inference 139 2009 1164 1170
    • (2009) J. Stat. Plan. Inference , vol.139 , pp. 1164-1170
    • Arslan, O.1    Genc, A.I.2
  • 36
    • 84903608701 scopus 로고    scopus 로고
    • Modified slash distribution
    • J. Reyes, H.W. Gomez, and H. Bolfarine Modified slash distribution Statistics 47 5 2013 929 941
    • (2013) Statistics , vol.47 , Issue.5 , pp. 929-941
    • Reyes, J.1    Gomez, H.W.2    Bolfarine, H.3
  • 37
    • 84924248596 scopus 로고    scopus 로고
    • Matrix variate slash distribution
    • Y.M. Bulut, and O. Arslan Matrix variate slash distribution J. Multivar. Anal. 137 2015 173 178
    • (2015) J. Multivar. Anal. , vol.137 , pp. 173-178
    • Bulut, Y.M.1    Arslan, O.2
  • 38
    • 0001335749 scopus 로고    scopus 로고
    • A multivariate generalization of the power exponential family of distributions
    • E. Gomez, M.A. Gomez-Villegas, and J.M. Marm A multivariate generalization of the power exponential family of distributions Commun. Stat. - Theory Methods 27 3 1998 589 600
    • (1998) Commun. Stat. - Theory Methods , vol.27 , Issue.3 , pp. 589-600
    • Gomez, E.1    Gomez-Villegas, M.A.2    Marm, J.M.3
  • 39
    • 84941413629 scopus 로고
    • A dual algorithm for the solution of nonlinear variational problems via finite element approximations
    • D. Gabay, and B. Mercier A dual algorithm for the solution of nonlinear variational problems via finite element approximations IEEE Trans. Image Process. 22 1976 17 140
    • (1976) IEEE Trans. Image Process. , vol.22 , pp. 17-140
    • Gabay, D.1    Mercier, B.2
  • 41
    • 80051762104 scopus 로고    scopus 로고
    • Distributed optimization and statistical learning via the alternating direction method of multipliers
    • S. Boyd, N. Parikh, E. Chu, B. Peleato, and J. Eckstein Distributed optimization and statistical learning via the alternating direction method of multipliers Found. Trends Mach. Learn. 3 2011 1 112
    • (2011) Found. Trends Mach. Learn. , vol.3 , pp. 1-112
    • Boyd, S.1    Parikh, N.2    Chu, E.3    Peleato, B.4    Eckstein, J.5
  • 42
    • 84874279584 scopus 로고    scopus 로고
    • Subspace system identification via weighted nuclear norm optimization
    • A. Hansson, Z. Liu, L. Vandenberghe, Subspace system identification via weighted nuclear norm optimization, in: Proceedings of the CDC, 2012, pp. 3439-3444.
    • (2012) Proceedings of the CDC , pp. 3439-3444
    • Hansson, A.1    Liu, Z.2    Vandenberghe, L.3
  • 44
    • 77951291046 scopus 로고    scopus 로고
    • A singular value thresholding algorithm for matrix completion
    • J. Cai, E. Cands, and Z. Shen A singular value thresholding algorithm for matrix completion SIAM J. Optim. 20 4 2010 1956 1982
    • (2010) SIAM J. Optim. , vol.20 , Issue.4 , pp. 1956-1982
    • Cai, J.1    Cands, E.2    Shen, Z.3
  • 45
    • 79952307213 scopus 로고    scopus 로고
    • 1-problems in compress sensing
    • 1-problems in compress sensing SIAM J. Sci. Comput. 33 1 2011 250 278
    • (2011) SIAM J. Sci. Comput. , vol.33 , Issue.1 , pp. 250-278
    • Yang, J.1    Zhang, Y.2
  • 48
  • 49
    • 0742268833 scopus 로고    scopus 로고
    • Two-dimensional PCA: a new approach to appearance-based face representation and recognition
    • J. Yang, D. Zhang, A.F. Frangi, and J.Y. Yang Two-dimensional PCA: a new approach to appearance-based face representation and recognition IEEE Trans. Pattern Anal. Mach. Intell. 26 1 2004 131 137
    • (2004) IEEE Trans. Pattern Anal. Mach. Intell. , vol.26 , Issue.1 , pp. 131-137
    • Yang, J.1    Zhang, D.2    Frangi, A.F.3    Yang, J.Y.4
  • 50
    • 84865692854 scopus 로고    scopus 로고
    • Alternating direction method with gaussian back substitution for separable convex programming
    • B. He, M. Tao, and X. Yuan Alternating direction method with gaussian back substitution for separable convex programming SIAM J. Optim. 22 2012 313 340
    • (2012) SIAM J. Optim. , vol.22 , pp. 313-340
    • He, B.1    Tao, M.2    Yuan, X.3
  • 51
    • 84887019957 scopus 로고    scopus 로고
    • Extracting sparse error of robust pca for face recognition in the presence of varying illumination and occlusion
    • X. Luan, B. Liu, L. Yang, and J. Qian Extracting sparse error of robust pca for face recognition in the presence of varying illumination and occlusion Pattern Recognit. 47 2014 495 508
    • (2014) Pattern Recognit. , vol.47 , pp. 495-508
    • Luan, X.1    Liu, B.2    Yang, L.3    Qian, J.4
  • 52
    • 84878483723 scopus 로고    scopus 로고
    • A new decision rule for sparse representation based classification for face recognition
    • J. Li, and C.Y. Lu A new decision rule for sparse representation based classification for face recognition Neurocomputing 116 2013 265 271
    • (2013) Neurocomputing , vol.116 , pp. 265-271
    • Li, J.1    Lu, C.Y.2
  • 55
    • 18144420071 scopus 로고    scopus 로고
    • Acquiring linear subspaces for face recognition under variable lighting
    • K. Lee, J. Ho, and D. Kriegman Acquiring linear subspaces for face recognition under variable lighting IEEE Trans. Pattern Anal. Mach. Intell. 27 5 2005 684C698
    • (2005) IEEE Trans. Pattern Anal. Mach. Intell. , vol.27 , Issue.5 , pp. 684C698
    • Lee, K.1    Ho, J.2    Kriegman, D.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.