메뉴 건너뛰기




Volumn 19, Issue 11, 2008, Pages 2921-2931

Enhancing Training Set for Face Detection Based on SVM

Author keywords

AdaBoost; Face detection; Reduced set method; SVM (support vector machine)

Indexed keywords

ADAPTIVE BOOSTING; APPROXIMATION ALGORITHMS; IMAGE ENHANCEMENT; STATISTICAL TESTS; SUPPORT VECTOR MACHINES;

EID: 56549095822     PISSN: 10009825     EISSN: None     Source Type: Journal    
DOI: 10.3724/sp.j.1001.2008.02921     Document Type: Article
Times cited : (5)

References (30)
  • 2
    • 0036589238 scopus 로고    scopus 로고
    • A survey of human face detection
    • in Chinese with English abstract
    • Liang L H, Ai H Z, Xu G Y, Zhang B. A survey of human face detection. Chinese Journal of Computers, 2002, 25(5):449-458 (in Chinese with English abstract).
    • (2002) Chinese Journal of Computers , vol.25 , Issue.5 , pp. 449-458
    • Liang, L.H.1    Ai, H.Z.2    Xu, G.Y.3    Zhang, B.4
  • 3
    • 0030673582 scopus 로고    scopus 로고
    • Training support vector machines: an application to face detection
    • Osuna E, Freund R, Girosi F. Training support vector machines: an application to face detection. In: Proc. of the CVPR. 1997.
    • (1997) Proc. of the CVPR
    • Osuna, E.1    Freund, R.2    Girosi, F.3
  • 6
    • 0033682228 scopus 로고    scopus 로고
    • A statistical method for 3D object detection applied to faces
    • Cambridge: IEEE Computer Society
    • Schneiderman H, Kanade T. A statistical method for 3D object detection applied to faces. In: Proc. of the Computer Vision and Pattern Recognition. Cambridge: IEEE Computer Society, 2000. 746-751.
    • (2000) Proc. of the Computer Vision and Pattern Recognition , pp. 746-751
    • Schneiderman, H.1    Kanade, T.2
  • 9
    • 0344551825 scopus 로고    scopus 로고
    • Boosting chain learning for object detection
    • Washington: IEEE Computer Society
    • Xiao R, Zhu L, Zhang H J. Boosting chain learning for object detection. In: Proc. of the ICCV. Washington: IEEE Computer Society, 2003. 709-715.
    • (2003) Proc. of the ICCV , pp. 709-715
    • Xiao, R.1    Zhu, L.2    Zhang, H.J.3
  • 14
    • 33745855896 scopus 로고    scopus 로고
    • Towards optimal training of cascaded detectors
    • Leonardis A, Bischof H, Pinz A, eds London: Springer-Verlag
    • Brubaker S C, Mullin M D, Rehg J M. Towards optimal training of cascaded detectors. In: Leonardis A, Bischof H, Pinz A, eds. Proc. of the 9th European Conf. on Computer Vision. London: Springer-Verlag, 2006. 325-337.
    • (2006) Proc. of the 9th European Conf. on Computer Vision , pp. 325-337
    • Brubaker, S.C.1    Mullin, M.D.2    Rehg, J.M.3
  • 16
    • 3042693553 scopus 로고    scopus 로고
    • Improving face detection through fusion of contour and region information
    • in Chinese with English abstract
    • Fang Y C, Wang Y H, Tan T N. Improving face detection through fusion of contour and region information. Chinese Journal of Computers, 2004, 27(4):482-491 (in Chinese with English abstract).
    • (2004) Chinese Journal of Computers , vol.27 , Issue.4 , pp. 482-491
    • Fang, Y.C.1    Wang, Y.H.2    Tan, T.N.3
  • 20
    • 33645036037 scopus 로고    scopus 로고
    • Face samples expanding based on the GA re-sampling
    • in Chinese with English abstract
    • Chen J, Chen X L, Gao W. Face samples expanding based on the GA re-sampling. Journal of Software, 2005, 16(11):1894-1901 (in Chinese with English abstract). http://www.jos.org.cn/1000-9825/16/1894.htm
    • (2005) Journal of Software , vol.16 , Issue.11 , pp. 1894-1901
    • Chen, J.1    Chen, X.L.2    Gao, W.3
  • 24
    • 0034851021 scopus 로고    scopus 로고
    • Computationally efficient face detection
    • Cambridge: IEEE Computer Society
    • Romdhani S, Torr P, Schölkopf B, Blake A. Computationally efficient face detection. In: Proc. of the ICCV. Cambridge: IEEE Computer Society, 2001. 695-700.
    • (2001) Proc. of the ICCV , pp. 695-700
    • Romdhani, S.1    Torr, P.2    Schölkopf, B.3    Blake, A.4
  • 25
    • 0003710380 scopus 로고    scopus 로고
    • LIBSVM: a library for support vector machines
    • Chang C C, Lin C J. LIBSVM: A library for support vector machines. 2001. http://www.csie.ntu.edu.tw/-cjlin/libsvm
    • Chang, C.C.1    Lin, C.J.2
  • 27
    • 0003137923 scopus 로고
    • Efficient pattern recognition using a new transformation distance
    • Hanson S, Cowan J, Giles C, eds San Mateo: Morgan Kaufman Publishers
    • Simard P, Cun Y L, Dender J. Efficient pattern recognition using a new transformation distance. In: Hanson S, Cowan J, Giles C, eds. Proc. of the Advances in Neural Information Processing Systems. San Mateo: Morgan Kaufman Publishers, 1993. 50-58.
    • (1993) Proc. of the Advances in Neural Information Processing Systems , pp. 50-58
    • Simard, P.1    Cun, Y.L.2    Dender, J.3
  • 29
    • 0035305075 scopus 로고    scopus 로고
    • Affine-Invariant recognition of gray-scale characters using global Affine transformation correlation
    • Wakahara T, Kimura Y, Tomono A. Affine-Invariant recognition of gray-scale characters using global Affine transformation correlation. IEEE Trans. on Pattern Analysis and Machine Intelligence, 2001, 23(4):384-395.
    • (2001) IEEE Trans. on Pattern Analysis and Machine Intelligence , vol.23 , Issue.4 , pp. 384-395
    • Wakahara, T.1    Kimura, Y.2    Tomono, A.3
  • 30
    • 56549122352 scopus 로고    scopus 로고
    • http://cbcl.mit.edu/software-datasets/FaceData2.html


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.