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Volumn 8156 LNCS, Issue PART 1, 2013, Pages 410-419

Structured multi-class feature selection for effective face recognition

Author keywords

face recognition; Group LASSO; multi class feature selection; Regularized feature selection

Indexed keywords

BENCHMARK DATASETS; EXPERIMENTAL ANALYSIS; GROUP LASSOS; LOCAL BINARY PATTERNS; LOW QUALITIES; REAL-TIME FACE RECOGNITION; STATE-OF-THE-ART APPROACH; UNCONSTRAINED ENVIRONMENTS;

EID: 84884710551     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-41181-6_42     Document Type: Conference Paper
Times cited : (5)

References (18)
  • 1
    • 35048880921 scopus 로고    scopus 로고
    • Face recognition with local binary patterns
    • Pajdla, T., Matas, J(G.) (eds.) ECCV 2004. Springer, Heidelberg
    • Ahonen, T., Hadid, A., Pietikäinen, M.: Face recognition with local binary patterns. In: Pajdla, T., Matas, J(G.) (eds.) ECCV 2004. LNCS, vol. 3021, pp. 469-481. Springer, Heidelberg (2004)
    • (2004) LNCS , vol.3021 , pp. 469-481
    • Ahonen, T.1    Hadid, A.2    Pietikäinen, M.3
  • 2
    • 34548275795 scopus 로고    scopus 로고
    • The Dantzig selector: Statistical estimation when pis much larger than n
    • Candes, E., Tao, T.: The Dantzig selector: statistical estimation when pis much larger than n. The Annals of Statistics 35(6), 2313-2351 (2007)
    • (2007) The Annals of Statistics , vol.35 , Issue.6 , pp. 2313-2351
    • Candes, E.1    Tao, T.2
  • 4
    • 63049089490 scopus 로고    scopus 로고
    • A regularized framework for feature selection in face detection and authentication
    • Destrero, A., Mol, C., Odone, F., Verri, A.: A regularized framework for feature selection in face detection and authentication. IJCV 83(2), 164-177 (2009)
    • (2009) IJCV , vol.83 , Issue.2 , pp. 164-177
    • Destrero, A.1    Mol, C.2    Odone, F.3    Verri, A.4
  • 5
    • 0011938124 scopus 로고    scopus 로고
    • Tech. rep., Robotics Institute, Carnegie Mellon University
    • Gross, R., Shi, J.: The cmu motion of body database. Tech. rep., Robotics Institute, Carnegie Mellon University (2001)
    • (2001) The Cmu Motion of Body Database
    • Gross, R.1    Shi, J.2
  • 6
    • 85047131805 scopus 로고    scopus 로고
    • Boosting learning for object recognition
    • Li, H.X., Wang, S., Jensen-shannon, Y.: boosting learning for object recognition. CVPR 2, 144-149 (2005)
    • (2005) CVPR , vol.2 , pp. 144-149
    • Li, H.X.1    Wang, S.2    Jensen-Shannon, Y.3
  • 7
    • 38149016853 scopus 로고    scopus 로고
    • Learning personal specific facial dynamics for face recognition from videos
    • Zhou, S.K., Zhao, W., Tang, X., Gong, S. (eds.) AMFG 2007. Springer, Heidelberg
    • Hadid, A., Pietikäinen, M., Li, S.Z.: Learning personal specific facial dynamics for face recognition from videos. In: Zhou, S.K., Zhao, W., Tang, X., Gong, S. (eds.) AMFG 2007. LNCS, vol. 4778, pp. 1-15. Springer, Heidelberg (2007)
    • (2007) LNCS , vol.4778 , pp. 1-15
    • Hadid, A.1    Pietikäinen, M.2    Li, S.Z.3
  • 8
    • 35248841602 scopus 로고    scopus 로고
    • A competitive winner-takes-all architecture for classification and pattern recognition of structures
    • Hancock, E.R., Vento, M. (eds.) GbRPR 2003. Springer, Heidelberg
    • Jain, B.J., Wysotzki, F.: A competitive winner-takes-all architecture for classification and pattern recognition of structures. In: Hancock, E.R., Vento, M. (eds.) GbRPR 2003. LNCS, vol. 2726, pp. 259-270. Springer, Heidelberg (2003)
    • (2003) LNCS , vol.2726 , pp. 259-270
    • Jain, B.J.1    Wysotzki, F.2
  • 9
    • 78049443983 scopus 로고    scopus 로고
    • Solving structured sparsity regularization with proximal methods
    • Balcázar, J.L., Bonchi, F., Gionis, A., Sebag, M. (eds.) ECML PKDD 2010, Part II. Springer, Heidelberg
    • Mosci, S., Rosasco, L., Santoro, M., Verri, A., Villa, S.: Solving structured sparsity regularization with proximal methods. In: Balcázar, J.L., Bonchi, F., Gionis, A., Sebag, M. (eds.) ECML PKDD 2010, Part II. LNCS, vol. 6322, pp. 418-433. Springer, Heidelberg (2010)
    • (2010) LNCS , vol.6322 , pp. 418-433
    • Mosci, S.1    Rosasco, L.2    Santoro, M.3    Verri, A.4    Villa, S.5
  • 10
    • 0036647193 scopus 로고    scopus 로고
    • Multiresolution gray-scale and rotation invariant texture classification with local binary patterns
    • Ojala, T., Pietikainen, M., Maenpaa, T.: Multiresolution gray-scale and rotation invariant texture classification with local binary patterns. PAMI (7) (2002)
    • (2002) PAMI , Issue.7
    • Ojala, T.1    Pietikainen, M.2    Maenpaa, T.3
  • 11
    • 78651088586 scopus 로고    scopus 로고
    • Real adaboost feature selection for face recognition
    • Ruan, C., Ruan, Q., Li, X.: Real adaboost feature selection for face recognition. In: CSP, pp. 1402-1405 (2010)
    • (2010) CSP , pp. 1402-1405
    • Ruan, C.1    Ruan, Q.2    Li, X.3
  • 12
    • 69949137336 scopus 로고    scopus 로고
    • Multi-region probabilistic histograms for robust and scalable identity inference
    • Tistarelli, M., Nixon, M.S. (eds.) ICB 2009. Springer, Heidelberg
    • Sanderson, C., Lovell, B.C.: Multi-region probabilistic histograms for robust and scalable identity inference. In: Tistarelli, M., Nixon, M.S. (eds.) ICB 2009. LNCS, vol. 5558, pp. 199-208. Springer, Heidelberg (2009)
    • (2009) LNCS , vol.5558 , pp. 199-208
    • Sanderson, C.1    Lovell, B.C.2
  • 14
    • 33646744389 scopus 로고    scopus 로고
    • Gabor feature selection for face recognition using improved adaBoost learning
    • Li, S.Z., Sun, Z., Tan, T., Pankanti, S., Chollet, G., Zhang, D. (eds.) IWBRS 2005. Springer, Heidelberg
    • Shen, L., Bai, L., Bardsley, D., Wang, Y.: Gabor feature selection for face recognition using improved adaBoost learning. In: Li, S.Z., Sun, Z., Tan, T., Pankanti, S., Chollet, G., Zhang, D. (eds.) IWBRS 2005. LNCS, vol. 3781, pp. 39-49. Springer, Heidelberg (2005)
    • (2005) LNCS , vol.3781 , pp. 39-49
    • Shen, L.1    Bai, L.2    Bardsley, D.3    Wang, Y.4
  • 16
    • 80054939982 scopus 로고    scopus 로고
    • Patch-based probabilistic image quality assessment for face selection and improved video-based face recognition
    • Wong, Y., Chen, S., Mau, S., Sanderson, C., Lovell, B.C.: Patch-based probabilistic image quality assessment for face selection and improved video-based face recognition. In: CVPRW, pp. 74-81 (2011)
    • (2011) CVPRW , pp. 74-81
    • Wong, Y.1    Chen, S.2    Mau, S.3    Sanderson, C.4    Lovell, B.C.5
  • 17
    • 33645035051 scopus 로고    scopus 로고
    • Model selection and estimation in regression with grouped variables
    • Yuan, M., Lin, Y.: Model selection and estimation in regression with grouped variables. J. R. Stat. Soc. Ser. B 68 (2006)
    • (2006) J. R. Stat. Soc. Ser. B , pp. 68
    • Yuan, M.1    Lin, Y.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.