메뉴 건너뛰기




Volumn 6316 LNCS, Issue PART 6, 2010, Pages 476-489

A robust and scalable approach to face identification

Author keywords

Face Identification; Feature combination; Feature selection; Partial Least Squares

Indexed keywords

COMPUTER VISION; FEATURE EXTRACTION; LARGE DATASET; LEAST SQUARES APPROXIMATIONS; PROBES;

EID: 78149288415     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-15567-3_35     Document Type: Conference Paper
Times cited : (40)

References (29)
  • 4
    • 51949112689 scopus 로고    scopus 로고
    • Optimizing discrimination-efficiency tradeoff in integrating heterogeneous local features for object detection
    • Wu, B., Nevatia, R.: Optimizing discrimination-efficiency tradeoff in integrating heterogeneous local features for object detection. In: CVPR, pp. 1-8 (2008)
    • (2008) CVPR , pp. 1-8
    • Wu, B.1    Nevatia, R.2
  • 6
    • 38149044888 scopus 로고    scopus 로고
    • Fusing Gabor and LBP feature sets for kernel-based face recognition
    • Zhou, S.K., Zhao, W., Tang, X., Gong, S. (eds.) AMFG 2007. Springer, Heidelberg
    • Tan, X., Triggs, B.: Fusing Gabor and LBP feature sets for kernel-based face recognition. In: Zhou, S.K., Zhao, W., Tang, X., Gong, S. (eds.) AMFG 2007. LNCS, vol. 4778, pp. 235-249. Springer, Heidelberg (2007)
    • (2007) LNCS , vol.4778 , pp. 235-249
    • Tan, X.1    Triggs, B.2
  • 7
    • 0000781020 scopus 로고
    • Partial least squares
    • Kotz, S., Johnson, N. (eds.) Wiley, New York
    • Wold, H.: Partial least squares. In: Kotz, S., Johnson, N. (eds.) Encyclopedia of Statistical Sciences, vol. 6, pp. 581-591. Wiley, New York (1985)
    • (1985) Encyclopedia of Statistical Sciences , vol.6 , pp. 581-591
    • Wold, H.1
  • 8
    • 77949616478 scopus 로고    scopus 로고
    • Learning discriminative appearance-based models using partial least squares
    • Schwartz, W.R., Davis, L.S.: Learning discriminative appearance-based models using partial least squares. In: SIBGRAPI (2009)
    • (2009) SIBGRAPI
    • Schwartz, W.R.1    Davis, L.S.2
  • 9
    • 67650447738 scopus 로고    scopus 로고
    • Efficient sparse kernel feature extraction based on partial least squares
    • Dhanjal, C., Gunn, S., Shawe-Taylor, J.: Efficient sparse kernel feature extraction based on partial least squares. TPAMI 31, 1347-1361 (2009)
    • (2009) TPAMI , vol.31 , pp. 1347-1361
    • Dhanjal, C.1    Gunn, S.2    Shawe-Taylor, J.3
  • 10
    • 34648825723 scopus 로고    scopus 로고
    • A comparative study of local matching approach for face recognition
    • DOI 10.1109/TIP.2007.904421
    • Zou, J., Ji, Q., Nagy, G.: A comparative study of local matching approach for face recognition. IEEE Transactions on Image Processing 16, 2617-2628 (2007) (Pubitemid 47456027)
    • (2007) IEEE Transactions on Image Processing , vol.16 , Issue.10 , pp. 2617-2628
    • Zou, J.1    Ji, Q.2    Nagy, G.3
  • 11
    • 33745953205 scopus 로고    scopus 로고
    • Local gabor binary pattern histogram sequence (LGBPHS): A novel non-statistical model for face representation and recognition
    • Zhang, W., Shan, S., Gao, W., Chen, X., Zhang, H.: Local gabor binary pattern histogram sequence (LGBPHS): A novel non-statistical model for face representation and recognition. In: ICCV 2005, pp. 786-791 (2005)
    • (2005) ICCV 2005 , pp. 786-791
    • Zhang, W.1    Shan, S.2    Gao, W.3    Chen, X.4    Zhang, H.5
  • 12
    • 33847703333 scopus 로고    scopus 로고
    • Histogram of Gabor phase patterns (HGPP): A novel object representation approach for face recognition
    • DOI 10.1109/TIP.2006.884956
    • Zhang, B., Shan, S., Chen, X., Gao, W.: Histogram of gabor phase patterns (HGPP): A novel object representation approach for face recognition. IEEE Transactions on Image Processing 16, 57-68 (2007) (Pubitemid 46437469)
    • (2007) IEEE Transactions on Image Processing , vol.16 , Issue.1 , pp. 57-68
    • Zhang, B.1    Shan, S.2    Chen, X.3    Gao, W.4
  • 13
    • 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., Pietikainen, 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    Pietikainen, M.3
  • 14
    • 38149090988 scopus 로고    scopus 로고
    • Enhanced local texture feature sets for face recognition under difficult lighting conditions
    • Zhou, S.K., Zhao, W., Tang, X., Gong, S. (eds.) AMFG 2007. Springer, Heidelberg
    • Tan, X., Triggs, B.: Enhanced local texture feature sets for face recognition under difficult lighting conditions. In: Zhou, S.K., Zhao, W., Tang, X., Gong, S. (eds.) AMFG 2007. LNCS, vol. 4778, pp. 168-182. Springer, Heidelberg (2007)
    • (2007) LNCS , vol.4778 , pp. 168-182
    • Tan, X.1    Triggs, B.2
  • 17
    • 85114749398 scopus 로고    scopus 로고
    • Evolving effective color features for improving FRGC baseline performance
    • Shih, P., Liu, C.: Evolving effective color features for improving FRGC baseline performance. In: CVPR Workshop, pp. 156-163 (2005)
    • (2005) CVPR Workshop , pp. 156-163
    • Shih, P.1    Liu, C.2
  • 18
    • 33744968466 scopus 로고    scopus 로고
    • Face recognition from a single image per person: A survey
    • Tan, X., Chen, S., Zhou, Z., Zhang, F.: Face recognition from a single image per person: A survey. Pattern Recognition 39, 1725-1745 (2006)
    • (2006) Pattern Recognition , vol.39 , pp. 1725-1745
    • Tan, X.1    Chen, S.2    Zhou, Z.3    Zhang, F.4
  • 19
    • 38149012175 scopus 로고    scopus 로고
    • Single image subspace for face recognition
    • Zhou, S.K., Zhao, W., Tang, X., Gong, S. (eds.) AMFG 2007. Springer, Heidelberg
    • Liu, J., Chen, S., Zhou, Z., Tan, X.: Single image subspace for face recognition. In: Zhou, S.K., Zhao, W., Tang, X., Gong, S. (eds.) AMFG 2007. LNCS, vol. 4778, pp. 205-219. Springer, Heidelberg (2007)
    • (2007) LNCS , vol.4778 , pp. 205-219
    • Liu, J.1    Chen, S.2    Zhou, Z.3    Tan, X.4
  • 20
    • 78149305491 scopus 로고    scopus 로고
    • Face identification by a cascade of rejection classifiers
    • Yuan, Q., Thangali, A., Sclaroff, S.: Face identification by a cascade of rejection classifiers. In: CVPR Workshop, pp. 152-159 (2005)
    • (2005) CVPR Workshop , pp. 152-159
    • Yuan, Q.1    Thangali, A.2    Sclaroff, S.3
  • 22
    • 33645146449 scopus 로고    scopus 로고
    • Histograms of Oriented Gradients for Human Detection
    • Dalal, N., Triggs, B.: Histograms of Oriented Gradients for Human Detection. In: CVPR, pp. 886-893 (2005)
    • (2005) CVPR , pp. 886-893
    • Dalal, N.1    Triggs, B.2
  • 23
    • 2342524089 scopus 로고    scopus 로고
    • Partial least-squares vs. Lanczos bidiagonalization-I: Analysis of a projection method for multiple regression
    • Elden, L.: Partial least-squares vs. Lanczos bidiagonalization-I: analysis of a projection method for multiple regression. Computational Statistics & Data Analysis 46, 11-31 (2004)
    • (2004) Computational Statistics & Data Analysis , vol.46 , pp. 11-31
    • Elden, L.1
  • 25
    • 33646697374 scopus 로고    scopus 로고
    • Independent comparative study of PCA, ICA, and LDA on the FERET data set
    • DOI 10.1002/ima.20059
    • Delac, K., Grgic, M., Grgic, S.: Independent comparative study of PCA, ICA, and LDA on the FERET data set. International Journal of Imaging Systems and Technology 15, 252-260 (2005) (Pubitemid 43734412)
    • (2005) International Journal of Imaging Systems and Technology , vol.15 , Issue.5 , pp. 252-260
    • Delac, K.1    Grgic, M.2    Grgic, S.3
  • 26
    • 0034290919 scopus 로고    scopus 로고
    • The FERET evaluation methodology for face-recognition algorithms
    • Phillips, P.J., Moon, H., Rizvi, S.A., Rauss, P.J.: The FERET evaluation methodology for face-recognition algorithms. TPAMI 22, 1090-1104 (2000)
    • (2000) TPAMI , vol.22 , pp. 1090-1104
    • Phillips, P.J.1    Moon, H.2    Rizvi, S.A.3    Rauss, P.J.4
  • 29
    • 48649103900 scopus 로고    scopus 로고
    • Toward a human-like approach to face recognition
    • Kamgar Parsi, B., Lawson, E., Baker, P.: Toward a human-like approach to face recognition. In: BTAS, pp. 1-6 (2007)
    • (2007) BTAS , pp. 1-6
    • Kamgar Parsi, B.1    Lawson, E.2    Baker, P.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.