메뉴 건너뛰기




Volumn , Issue , 2008, Pages 2764-2767

Face detection from few training examples

Author keywords

AdaBoost; Face detection; Object recognition

Indexed keywords

ADABOOST; CLASSIFICATION PERFORMANCE; COVARIANCE FEATURES; DATA SETS; DECISION STUMPS; DETECTION RATES; DETECTION SYSTEM; FACE DETECTION; FACE DETECTION SYSTEM; FISHER DISCRIMINANT ANALYSIS; HAAR FEATURES; HAAR-LIKE WAVELETS; MULTIMEDIA APPLICATIONS; POSITIVE EXAMPLES; TRAINING DATASET; TRAINING EXAMPLE; WEAK LEARNER;

EID: 69949128170     PISSN: 15224880     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIP.2008.4712367     Document Type: Conference Paper
Times cited : (11)

References (18)
  • 1
    • 2142812371 scopus 로고    scopus 로고
    • Robust real-time face detection
    • P. Viola and M. J. Jones, "Robust real-time face detection," Int. J. Comp. Vis., vol. 57, no. 2, pp. 137-154, 2004.
    • (2004) Int. J. Comp. Vis , vol.57 , Issue.2 , pp. 137-154
    • Viola, P.1    Jones, M.J.2
  • 2
    • 4344568145 scopus 로고    scopus 로고
    • FloatBoost learning and statistical face detection
    • S. Z. Li and Z. Zhang, "FloatBoost learning and statistical face detection," IEEE Trans. Pattern Anal. Mach. Intell., vol. 26, no. 9, pp. 1112-1123, 2004.
    • (2004) IEEE Trans. Pattern Anal. Mach. Intell , vol.26 , Issue.9 , pp. 1112-1123
    • Li, S.Z.1    Zhang, Z.2
  • 4
    • 50549099244 scopus 로고    scopus 로고
    • Fast training and selection of Haar features using statistics in boosting-based face detection
    • Rio de Janeiro, Brazil
    • M.-T. Pham and T.-J. Cham, "Fast training and selection of Haar features using statistics in boosting-based face detection," in Proc. IEEE Int. Conf. Comp. Vis., Rio de Janeiro, Brazil, 2007.
    • (2007) Proc. IEEE Int. Conf. Comp. Vis
    • Pham, M.-T.1    Cham, T.-J.2
  • 5
    • 33745818927 scopus 로고    scopus 로고
    • Region covariance: A fast descriptor for detection and classification
    • Graz, Austria, May
    • O. Tuzel, F. Porikli, and P. Meer, "Region covariance: A fast descriptor for detection and classification," in Proc. Eur. Conf. Comp. Vis., Graz, Austria, May 2006, vol. 2, pp. 589-600.
    • (2006) Proc. Eur. Conf. Comp. Vis , vol.2 , pp. 589-600
    • Tuzel, O.1    Porikli, F.2    Meer, P.3
  • 9
    • 33645146449 scopus 로고    scopus 로고
    • Histograms of oriented gradients for human detection
    • San Diego, CA
    • N. Dalal and B. Triggs, "Histograms of oriented gradients for human detection," in Proc. IEEE Conf. Comp. Vis. Patt. Recogn., San Diego, CA, 2005, vol. 1, pp. 886-893.
    • (2005) Proc. IEEE Conf. Comp. Vis. Patt. Recogn , vol.1 , pp. 886-893
    • Dalal, N.1    Triggs, B.2
  • 10
    • 5044232103 scopus 로고    scopus 로고
    • Learning object detection from a small number of examples: The importance of good features
    • Washington, DC
    • K. Levi and Y. Weiss, "Learning object detection from a small number of examples: The importance of good features," in Proc. IEEE Conf. Comp. Vis. Patt. Recogn., Washington, DC, 2004, vol. 2, pp. 53-60.
    • (2004) Proc. IEEE Conf. Comp. Vis. Patt. Recogn , vol.2 , pp. 53-60
    • Levi, K.1    Weiss, Y.2
  • 13
    • 0342502195 scopus 로고    scopus 로고
    • Soft margins for AdaBoost
    • G. Rätsch, T. Onoda, and K.-R. Müller, "Soft margins for AdaBoost," Mach. Learn., vol. 42, no. 3, pp. 287-320, 2001.
    • (2001) Mach. Learn , vol.42 , Issue.3 , pp. 287-320
    • Rätsch, G.1    Onoda, T.2    Müller, K.-R.3
  • 14
    • 84957085334 scopus 로고    scopus 로고
    • Theoretical views of boosting and applications
    • London, UK, Springer-Verlag
    • R. E. Schapire, "Theoretical views of boosting and applications," in Proc. Int. Conf. Algorithmic Learn. Theory, London, UK, 1999, pp. 13-25, Springer-Verlag.
    • (1999) Proc. Int. Conf. Algorithmic Learn. Theory , pp. 13-25
    • Schapire, R.E.1
  • 16
    • 3042535216 scopus 로고    scopus 로고
    • Distinctive image features from scale-invariant keypoints
    • D. G. Lowe, "Distinctive image features from scale-invariant keypoints," Int. J. Comp. Vis., vol. 60, no. 2, pp. 91-110, 2004.
    • (2004) Int. J. Comp. Vis , vol.60 , Issue.2 , pp. 91-110
    • Lowe, D.G.1
  • 17
    • 35248862907 scopus 로고    scopus 로고
    • Advanced lectures on machine learning. Springer-Verlag, New York, NY, USA
    • R. Meir and G. Rätsch, An introduction to boosting and leveraging, pp. 118-183, Advanced lectures on machine learning. Springer-Verlag, New York, NY, USA, 2003.
    • (2003) An introduction to boosting and leveraging , pp. 118-183
    • Meir, R.1    Rätsch, G.2
  • 18
    • 33845597667 scopus 로고    scopus 로고
    • Fast human detection using a cascade of histograms of oriented gradients
    • New York
    • Q. Zhu, S. Avidan, M. Yeh, and K.-T. Cheng, "Fast human detection using a cascade of histograms of oriented gradients," in Proc. IEEE Conf. Comp. Vis. Patt. Recogn., New York, 2006, vol. 2, pp. 1491-1498.
    • (2006) Proc. IEEE Conf. Comp. Vis. Patt. Recogn , vol.2 , pp. 1491-1498
    • Zhu, Q.1    Avidan, S.2    Yeh, M.3    Cheng, K.-T.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.