메뉴 건너뛰기




Volumn 32, Issue 9, 2011, Pages 1250-1255

Combined pattern search optimization of feature extraction and classification parameters in facial recognition

Author keywords

Face recognition; Feature extraction classification ensemble; Pattern search optimization; Sparse representation

Indexed keywords

CLASSIFICATION ACCURACY; CLASSIFIER DESIGN; FACIAL RECOGNITION; FEATURE EXTRACTION AND CLASSIFICATION; FEATURE EXTRACTION TECHNIQUES; LIMITED DATA; OPTIMAL PARAMETER; OPTIMIZATION TECHNIQUES; PATTERN SEARCH; PATTERN SEARCH OPTIMIZATION; PROCESSING TIME; RECOGNITION PERFORMANCE; SPARSE REPRESENTATION; STATISTICAL CLASSIFIER;

EID: 79953867332     PISSN: 01678655     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patrec.2011.03.019     Document Type: Conference Paper
Times cited : (11)

References (41)
  • 2
    • 77950904187 scopus 로고    scopus 로고
    • AT&T Laboratories Cambridge Online. URL
    • AT&T Laboratories Cambridge, 2002. Database of faces. Online. URL .
    • (2002) Database of Faces
  • 3
    • 0043032999 scopus 로고    scopus 로고
    • Analysis of generalized pattern searches
    • DOI 10.1137/S1052623400378742, PII S1052623400378742
    • C. Audet, and J. Dennis Analysis of generalized pattern searches SIAM J. Optim. 13 3 2003 889 903 (Pubitemid 36977156)
    • (2003) SIAM Journal on Optimization , vol.13 , Issue.3 , pp. 889-903
    • Audet, C.1    Dennis Jr., J.E.2
  • 4
    • 33750265086 scopus 로고    scopus 로고
    • Mesh adaptive direct search algorithms for constrained optimization
    • C. Audet, and J.E. Dennis Mesh adaptive direct search algorithms for constrained optimization SIAM J. Optim. 17 1 2006 188 217
    • (2006) SIAM J. Optim. , vol.17 , Issue.1 , pp. 188-217
    • Audet, C.1    Dennis, J.E.2
  • 10
    • 33947167664 scopus 로고    scopus 로고
    • Interest Operator versus Gabor filtering for facial imagery classification
    • DOI 10.1016/j.patrec.2006.12.013, PII S0167865507000049
    • C. Cleanu, D. Huang, V. Gui, V. Tiponu, and V. Maranescu Interest operator vs. Gabor filtering for facial imagery classification Pattern Recognition Lett. 28 8 2007 950 956 (Pubitemid 46413376)
    • (2007) Pattern Recognition Letters , vol.28 , Issue.8 , pp. 950-956
    • Caleanu, C.1    Huang, D.-S.2    Gui, V.3    Tiponut, V.4    Maranescu, V.5
  • 12
    • 0001576029 scopus 로고    scopus 로고
    • Characterizing virtual eigensignatures for general purpose face recognition
    • Wechsler, H., Phillips, P.J., Bruce, V., Fogelman-Soulie, F., Huang, T.S. (Eds.) NATO ASI Series F, Computer and Systems Sciences
    • Graham, D.B., Allinson, N.M., 1998. Characterizing virtual eigensignatures for general purpose face recognition. In: Wechsler, H., Phillips, P.J., Bruce, V., Fogelman-Soulie, F., Huang, T.S. (Eds.), Face Recognition: From Theory to Applications. NATO ASI Series F, Computer and Systems Sciences, vol. 163, pp. 446-456.
    • (1998) Face Recognition: From Theory to Applications , vol.163 , pp. 446-456
    • Graham, D.B.1    Allinson, N.M.2
  • 14
    • 0034850512 scopus 로고    scopus 로고
    • Face recognition with support vector machines: Global versus component-based approach
    • B. Heisele, P. Ho, and T. Poggio Face Recognition with Support Vector Machines: Global versus Component-based Approach Proceedings of the 8th IEEE International Conference on Computer Vision, ICCV 2001 vol. 2 2001 Vancouver Canada 688 694 (Pubitemid 32795123)
    • (2001) Proceedings of the IEEE International Conference on Computer Vision , vol.2 , pp. 688-694
    • Heisele, B.1    Ho, P.2    Poggio, T.3
  • 15
    • 0036477056 scopus 로고    scopus 로고
    • Face recognition using kernel principal component analysis
    • DOI 10.1109/97.991133, PII S1070990802034004
    • K.I. Kim, K. Jung, and H.J. Kim Face recognition using kernel principle component analysis Signal Process. Lett., IEEE 9 2 2002 40 42 (Pubitemid 34490978)
    • (2002) IEEE Signal Processing Letters , vol.9 , Issue.2 , pp. 40-42
    • Kim, K.I.1    Jung, K.2    Kim, H.J.3
  • 16
    • 0036474093 scopus 로고    scopus 로고
    • Face recognition using support vector machines with local correlation kernels
    • DOI 10.1142/S0218001402001575
    • Kim, K.I., Kim, J.H., Jung, K., 2002b. Face recognition using support vector machines with local correlation kernels. In: Proceedings of International Journal of Pattern Recognition and Artificial Intelligence (IJPRAI), vol. 16. pp. 97-111. (Pubitemid 34255584)
    • (2002) International Journal of Pattern Recognition and Artificial Intelligence , vol.16 , Issue.1 , pp. 97-111
    • Kim, K.I.1    Kim, J.H.2    Jung, K.3
  • 19
    • 0033412824 scopus 로고    scopus 로고
    • Pattern search algorithms for bound constrained minimization
    • PII S1052623496300507
    • R. Lewis, and V. Torczon Pattern search algorithms for bound constrained minimization SIAM J. Optim. 9 4 1999 1082 1099 (Pubitemid 129489318)
    • (1999) SIAM Journal on Optimization , vol.9 , Issue.4 , pp. 1082-1099
    • Lewis, R.M.1    Torczon, V.2
  • 20
    • 0033096854 scopus 로고    scopus 로고
    • Face recognition using the nearest feature line method
    • S.Z. Li, and J. Lu Face recognition using the nearest feature line method IEEE Trans. Neural Networks 10 1999 439 443
    • (1999) IEEE Trans. Neural Networks , vol.10 , pp. 439-443
    • Li, S.Z.1    Lu, J.2
  • 23
    • 0035314127 scopus 로고    scopus 로고
    • Bayesian similarity measure for deformable image matching
    • DOI 10.1016/S0262-8856(00)00059-7
    • B. Moghaddam, C. Nastar, and A. Pentland A bayesian similarity measure for deformable image matching Image Vis. Comput. 19 5 2001 235 244 (Pubitemid 32160649)
    • (2001) Image and Vision Computing , vol.19 , Issue.5 , pp. 235-244
    • Moghaddam, B.1    Nastar, C.2    Pentland, A.3
  • 24
    • 0035222897 scopus 로고    scopus 로고
    • Computational and performance aspects of PCA-based face recognition algorithms
    • H. Moon, and P. Phillips Computational and performance aspects of PCA-based face recognition algorithms Perception 30 3 2001 303 321
    • (2001) Perception , vol.30 , Issue.3 , pp. 303-321
    • Moon, H.1    Phillips, P.2
  • 27
  • 29
    • 78650511722 scopus 로고    scopus 로고
    • The MathWorks Inc. Online. URL
    • The MathWorks Inc., 2010. Global optimization toolbox. Online. URL www.mathworks.com.
    • (2010) Global Optimization Toolbox
  • 30
    • 0031540855 scopus 로고    scopus 로고
    • On the convergence of pattern search algorithms
    • V. Torczon On the convergence of pattern search algorithms SIAM J. Optim. 7 1 1997 1 25
    • (1997) SIAM J. Optim. , vol.7 , Issue.1 , pp. 1-25
    • Torczon, V.1
  • 32
    • 0032138735 scopus 로고    scopus 로고
    • Automatic target recognition using a feature-decomposition and data-decomposition modular neural network
    • PII S1057714998053172
    • L. Wang, S. Der, and N. Nasrabadi Automatic target recognition using a feature-decomposition and data-decomposition modular neural network IEEE Trans. Image Process. 7 8 1998 1113 1121 (Pubitemid 128744217)
    • (1998) IEEE Transactions on Image Processing , vol.7 , Issue.8 , pp. 1113-1121
    • Wang, L.-C.1    Der, S.Z.2    Nasrabadi, N.M.3
  • 33
    • 25144473129 scopus 로고    scopus 로고
    • Face recognition from 2D and 3D images using 3D Gabor filters
    • DOI 10.1016/j.imavis.2005.07.005, PII S0262885605000934
    • Y. Wang, and C.-S. Chua Face recognition from 2d and 3d images using 3d Gabor filters Image Vis. Comput. 23 11 2005 1018 1028 (Pubitemid 41344184)
    • (2005) Image and Vision Computing , vol.23 , Issue.11 , pp. 1018-1028
    • Wang, Y.1    Chua, C.-S.2
  • 35
    • 67349151277 scopus 로고    scopus 로고
    • Automatic 3d face recognition from depth and intensity Gabor features
    • C. Xu, S. Li, T. Tan, and L. Quan Automatic 3d face recognition from depth and intensity Gabor features Pattern Recognition 42 9 2009 1895 1905
    • (2009) Pattern Recognition , vol.42 , Issue.9 , pp. 1895-1905
    • Xu, C.1    Li, S.2    Tan, T.3    Quan, L.4
  • 36
    • 64049083103 scopus 로고    scopus 로고
    • Improving the interest operator for face recognition
    • Y. Xu, L. Yao, D. Zhang, and J.-Y. Yang Improving the interest operator for face recognition Expert Syst. Appl. 36 6 2009 9719 9728
    • (2009) Expert Syst. Appl. , vol.36 , Issue.6 , pp. 9719-9728
    • Xu, Y.1    Yao, L.2    Zhang, D.3    Yang, J.-Y.4
  • 38
    • 48649100435 scopus 로고    scopus 로고
    • Interest filter vs. interest operator: Face recognition using fisher linear discriminant based on interest filter representation
    • T. Zhao, Z. Liang, D. Zhang, and Q. Zou Interest filter vs. interest operator: Face recognition using fisher linear discriminant based on interest filter representation Pattern Recognition Lett. 29 13 2008 1849 1857
    • (2008) Pattern Recognition Lett. , vol.29 , Issue.13 , pp. 1849-1857
    • Zhao, T.1    Liang, Z.2    Zhang, D.3    Zou, Q.4
  • 41
    • 4544301512 scopus 로고    scopus 로고
    • Human face recognition based on multi-features using neural networks committee
    • Z. Zhao, D. Huang, and B. Sun Human face recognition based on multi-features using neural networks committee Pattern Recognition Lett. 25 12 2004 1351 1358
    • (2004) Pattern Recognition Lett. , vol.25 , Issue.12 , pp. 1351-1358
    • Zhao, Z.1    Huang, D.2    Sun, B.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.