메뉴 건너뛰기




Volumn , Issue , 2013, Pages 2408-2415

Similarity metric learning for face recognition

Author keywords

convex optimization; metric learning; unconstrained face recognition

Indexed keywords

CONVEX OPTIMIZATION;

EID: 84898782806     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCV.2013.299     Document Type: Conference Paper
Times cited : (200)

References (27)
  • 1
    • 85014561619 scopus 로고    scopus 로고
    • A fast iterative shrinkagethresholding algorithm for linear inverse problems
    • A. Beck and M. Teboulle. A fast iterative shrinkagethresholding algorithm for linear inverse problems. SIAM J. on Imaging Sciences, 2009.
    • (2009) SIAM J. on Imaging Sciences
    • Beck, A.1    Teboulle, M.2
  • 2
    • 0031185845 scopus 로고    scopus 로고
    • Eigenfaces vs Fisherfaces: Recognition using class specific linear projection
    • P. N. Belhumeur, J. Hespanda and D. Kiregeman. Eigenfaces vs Fisherfaces: recognition using class specific linear projection. IEEE Trans. PAMI, 19: 711-720, 1997.
    • (1997) IEEE Trans. PAMI , vol.19 , pp. 711-720
    • Belhumeur, P.N.1    Hespanda, J.2    Kiregeman, D.3
  • 4
    • 84887393679 scopus 로고    scopus 로고
    • Bayesian face revisited: A joint formulation
    • D. Chen, X. Cao, L. Wang, F. Wen, and J. Sun. Bayesian face revisited: A joint formulation. ECCV, 2012.
    • (2012) ECCV
    • Chen, D.1    Cao, X.2    Wang, L.3    Wen, F.4    Sun, J.5
  • 5
    • 24644436425 scopus 로고    scopus 로고
    • Learning a similarity metric discriminatively with application to face verification
    • S. Chopra, R. Hadsell, and Y. LeCun. Learning a similarity metric discriminatively with application to face verification. CVPR, 2005.
    • (2005) CVPR
    • Chopra, S.1    Hadsell, R.2    Lecun, Y.3
  • 6
    • 84887338978 scopus 로고    scopus 로고
    • Fusing robust face region descriptors via multiple metric learning for face recognition in the wild
    • Z. Cui,W. Li, D. Xu, S. Shan, and X. Chen. Fusing robust face region descriptors via multiple metric learning for face recognition in the wild. CVPR, 2013.
    • (2013) CVPR
    • Cuiw. Li, Z.1    Xu, D.2    Shan, S.3    Chen, X.4
  • 8
    • 77953178820 scopus 로고    scopus 로고
    • Is that you? Metric learning approaches for face identification
    • M. Guillaumin, J. Verbeek and C. Schmid. Is that you? Metric learning approaches for face identification. ICCV, 2009.
    • (2009) ICCV
    • Guillaumin, M.1    Verbeek, J.2    Schmid, C.3
  • 9
    • 84887395819 scopus 로고    scopus 로고
    • Discriminative decorrelation for clustering and classi?cation
    • B. Hariharan, J. Malik, and D. Ramanan. Discriminative decorrelation for clustering and classi?cation. ECCV, 2012.
    • (2012) ECCV
    • Hariharan, B.1    Malik, J.2    Ramanan, D.3
  • 10
    • 84887005575 scopus 로고    scopus 로고
    • Labeled faces in the wild: A database for studying face recognition in unconstrained environments
    • Gary B. Huang, Manu Ramesh, Tamara Berg, and Erik Learned-Miller. Labeled Faces in the Wild: A Database for Studying Face Recognition in Unconstrained Environments. ECCV, 2008.
    • (2008) ECCV
    • Huang, G.B.1    Ramesh, M.2    Berg, T.3    Learned-Miller, E.4
  • 11
    • 84898489796 scopus 로고    scopus 로고
    • Side-Information based linear discriminant analysis for face recognition
    • M. Kan, S. Shan, D. Xu, and X. Chen. Side-Information based linear discriminant analysis for face recognition. BMVC, 2011.
    • (2011) BMVC
    • Kan, M.1    Shan, S.2    Xu, D.3    Chen, X.4
  • 14
    • 79958716412 scopus 로고    scopus 로고
    • Cosine similarity metric learning for face verification
    • H. V. Nguyen and L. Bai. Cosine similarity metric learning for face verification. ACCV, 2010.
    • (2010) ACCV
    • Nguyen, H.V.1    Bai, L.2
  • 16
    • 0036647193 scopus 로고    scopus 로고
    • Multiresolution gray-scale and rotation invariant texture classification with local binary patterns
    • T. Ojala, M. Pietikainen and T. Maenpaa. Multiresolution gray-scale and rotation invariant texture classification with local binary patterns. IEEE Trans. PAMI, 24:971-987, 2002.
    • (2002) IEEE Trans. PAMI , vol.24 , pp. 971-987
    • Ojala, T.1    Pietikainen, M.2    Maenpaa, T.3
  • 17
    • 81855205043 scopus 로고    scopus 로고
    • Probabilistic models for inference about identity
    • P. Li, Y. Fu, U. Mohammed, J. Elder, and S. Prince. Probabilistic models for inference about identity. IEEE Trans. PAMI, 34(1): 144-157, 2012.
    • (2012) IEEE Trans. PAMI , vol.34 , Issue.1 , pp. 144-157
    • Li, P.1    Fu, Y.2    Mohammed, U.3    Elder, J.4    Prince, S.5
  • 19
    • 85162007899 scopus 로고    scopus 로고
    • Online learning in the manifold of low-rank matrices
    • O. Shalit, D. Weinshall and G. Chechik. Online learning in the manifold of low-rank matrices. NIPS, 2010.
    • (2010) NIPS
    • Shalit, O.1    Weinshall, D.2    Chechik, G.3
  • 20
    • 84898923300 scopus 로고    scopus 로고
    • Multiple one-shots for utilizing class label information
    • Y. Taigman and L. Wolf and T. Hassner. Multiple one-shots for utilizing class label information. In BMVC, 2009.
    • (2009) BMVC
    • Taigman, Y.1    Wolf, L.2    Hassner, T.3
  • 21
    • 4344569638 scopus 로고    scopus 로고
    • A unified framework for subspace face recognition
    • X.Wang and X. Tang. A unified framework for subspace face recognition. IEEE Trans. PAMI, 26 (9): 1222-1228, 2004.
    • (2004) IEEE Trans. PAMI , vol.26 , Issue.9 , pp. 1222-1228
    • Wang, X.1    Tang, X.2
  • 22
    • 33749550361 scopus 로고    scopus 로고
    • Distance metric learning for large margin nearest neighbour classification
    • K. Q. Weinberger, J. Blitzer, and L. Saul. Distance metric learning for large margin nearest neighbour classification. NIPS, 2006.
    • (2006) NIPS
    • Weinberger, K.Q.1    Blitzer, J.2    Saul, L.3
  • 23
    • 79958695571 scopus 로고    scopus 로고
    • Similarity scores based on background samples
    • L. Wolf, T. Hassner and Y. Taigman. Similarity scores based on background samples. In ACCV, 2009.
    • (2009) ACCV
    • Wolf, L.1    Hassner, T.2    Taigman, Y.3
  • 25
    • 85133386144 scopus 로고    scopus 로고
    • Distance metric learning with application to clustering with side information
    • E. Xing, A. Ng, M. Jordan, and S. Russell. Distance metric learning with application to clustering with side information. NIPS, 2002.
    • (2002) NIPS
    • Xing, E.1    Ng, A.2    Jordan, M.3    Russell, S.4
  • 26
    • 35148876898 scopus 로고    scopus 로고
    • Distance metric learning: A comprehensive survey
    • Michigan State University
    • L. Yang and R. Jin. Distance metric learning: A comprehensive survey. In Technical report, Michigan State University, 2007.
    • (2007) Technical Report
    • Yang, L.1    Jin, R.2
  • 27
    • 84857513492 scopus 로고    scopus 로고
    • Distance metric learning with eigenvalue optimization
    • Y. Ying and P. Li. Distance metric learning with eigenvalue optimization. J. of Machine Learning Research, 13: 1-26, 2012.
    • (2012) J. of Machine Learning Research , vol.13 , pp. 1-26
    • Ying, Y.1    Li, P.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.