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Volumn 18, Issue 8, 2008, Pages 1140-1151

Fast pedestrian detection using a cascade of boosted covariance features

Author keywords

AdaBoost; Boosting with heterogeneous features; Local features; Pedestrian detection classification; Support vector machine

Indexed keywords

ARTIFICIAL INTELLIGENCE; CLASSIFICATION (OF INFORMATION); COMPUTER APPLICATIONS; COMPUTER NETWORKS; COMPUTER VISION; DETECTORS; DISCRIMINANT ANALYSIS; FACE RECOGNITION; FEATURE EXTRACTION; IMAGE PROCESSING; LEARNING SYSTEMS; SECURITY SYSTEMS; SPEED;

EID: 50549083535     PISSN: 10518215     EISSN: None     Source Type: Journal    
DOI: 10.1109/TCSVT.2008.928213     Document Type: Article
Times cited : (119)

References (27)
  • 2
    • 2142812371 scopus 로고    scopus 로고
    • Robust real-time face detection
    • P. Viola and M. J. Jones, "Robust real-time face detection," Int. J. Comput. Vis., vol. 57, no. 2, pp. 137-154, 2004.
    • (2004) Int. J. Comput. Vis , vol.57 , Issue.2 , pp. 137-154
    • Viola, P.1    Jones, M.J.2
  • 3
    • 0034206769 scopus 로고    scopus 로고
    • A trainable system for object detection
    • C. Papageorgiou and T. Poggio, "A trainable system for object detection," Int. J. Comput. Vis., vol. 38, no. 1, pp. 15-33, 2000.
    • (2000) Int. J. Comput. Vis , vol.38 , Issue.1 , pp. 15-33
    • Papageorgiou, C.1    Poggio, T.2
  • 4
    • 0344983340 scopus 로고    scopus 로고
    • Detecting pedestrians using patterns of motion and appearance, in
    • P. Viola, M. J. Jones, and D. Snow, "Detecting pedestrians using patterns of motion and appearance," in. Proc. IEEE Int. Conf. Comput. Vis., 2003, pp. 734-741.
    • (2003) Proc. IEEE Int. Conf. Comput. Vis , pp. 734-741
    • Viola, P.1    Jones, M.J.2    Snow, D.3
  • 5
    • 33846638203 scopus 로고    scopus 로고
    • D. M. Gavrila and S. Munder, Multi-cue pedestrian detection and tracking from a moving vehicle, Int. J. Comput. Vis., 73, no. 1, pp. 4.1-59, 2007.
    • D. M. Gavrila and S. Munder, "Multi-cue pedestrian detection and tracking from a moving vehicle," Int. J. Comput. Vis., vol. 73, no. 1, pp. 4.1-59, 2007.
  • 7
    • 33745943636 scopus 로고    scopus 로고
    • Detection of multiple, partially occluded humans in a single image by bayesian combination of edgelet part detectors
    • Beijing, China
    • B. Wu and R. Nevatia, "Detection of multiple, partially occluded humans in a single image by bayesian combination of edgelet part detectors," in Proc. IEEE Int. Conf. Comput. Vis., Beijing, China, 2005, vol. 1, pp. 90-97.
    • (2005) Proc. IEEE Int. Conf. Comput. Vis , vol.1 , pp. 90-97
    • Wu, B.1    Nevatia, R.2
  • 8
    • 50549087314 scopus 로고    scopus 로고
    • Integrating appearance and motion cues for simultaneous detection and segmentation of pedestrians
    • Rio de Janeiro, Brazil
    • V. Sharma and J. Davis, "Integrating appearance and motion cues for simultaneous detection and segmentation of pedestrians," in Proc. IEEE Int. Conf. Comput. Vis., Rio de Janeiro, Brazil, 2007, pp. 1-8.
    • (2007) Proc. IEEE Int. Conf. Comput. Vis , pp. 1-8
    • Sharma, V.1    Davis, J.2
  • 9
    • 9244225668 scopus 로고    scopus 로고
    • A coarse-to-fine strategy for multiclass shape detection
    • Dec
    • Y. Amit, D. Geman, and X. Fan, "A coarse-to-fine strategy for multiclass shape detection," IEEE Trans. Pattern Anal. Mach. Intell., vol. 26, no. 12, pp. 1606-1621, Dec. 2004.
    • (2004) IEEE Trans. Pattern Anal. Mach. Intell , vol.26 , Issue.12 , pp. 1606-1621
    • Amit, Y.1    Geman, D.2    Fan, X.3
  • 10
    • 5044220774 scopus 로고    scopus 로고
    • Recovering human body configurations: Combining segmentation and recognition
    • Washington, DC
    • G. Mori, X. Ren, A. Efros, and J. Malik, "Recovering human body configurations: combining segmentation and recognition," in Proc. IEEE Conf. Comput. Vis. Patt. Recogn., Washington, DC, 2004, vol. 2, pp. 326-333.
    • (2004) Proc. IEEE Conf. Comput. Vis. Patt. Recogn , vol.2 , pp. 326-333
    • Mori, G.1    Ren, X.2    Efros, A.3    Malik, J.4
  • 11
    • 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. Comput. Vis. Patt. Recogn., San Diego, CA, 2005, vol. 1, pp. 886-893.
    • (2005) Proc. IEEE Conf. Comput. Vis. Patt. Recogn , vol.1 , pp. 886-893
    • Dalal, N.1    Triggs, B.2
  • 12
    • 0033346237 scopus 로고    scopus 로고
    • An adaptable time-delay neural-network algorithm for image sequence analysis
    • Dec
    • C. Wöhler and J. Anlauf, "An adaptable time-delay neural-network algorithm for image sequence analysis," IEEE Trans. Neural Netw., vol. 10, no. 6, pp. 1531-1536, Dec. 1999.
    • (1999) IEEE Trans. Neural Netw , vol.10 , Issue.6 , pp. 1531-1536
    • Wöhler, C.1    Anlauf, J.2
  • 13
    • 24644521635 scopus 로고    scopus 로고
    • Human detection based on a probabilistic assembly of robust part detectors
    • Prague, Czech Republic, May
    • K. Mikolajczyk, C Schmid, and A. Zisserman, "Human detection based on a probabilistic assembly of robust part detectors," in Proc. Eur. Conf. Comput. Vis., Prague, Czech Republic, May 2004, vol. 1, pp. 69-81.
    • (2004) Proc. Eur. Conf. Comput. Vis , vol.1 , pp. 69-81
    • Mikolajczyk, K.1    Schmid, C.2    Zisserman, A.3
  • 14
    • 33846581659 scopus 로고    scopus 로고
    • An experimental study on pedestrian classification
    • Nov
    • S. Munder and D. M. Gavrila, "An experimental study on pedestrian classification," IEEE Trans. Pattern Anal. Mach. Intell., vol. 28, no. 11, pp. 1863-1868, Nov. 2006.
    • (2006) IEEE Trans. Pattern Anal. Mach. Intell , vol.28 , Issue.11 , pp. 1863-1868
    • Munder, S.1    Gavrila, D.M.2
  • 16
    • 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. Comput. Vis. Pattern Recognit., Washington, DC, 2004, vol. 2, pp. 53-60.
    • (2004) Proc IEEE Conf. Comput. Vis. Pattern Recognit , vol.2 , pp. 53-60
    • Levi, K.1    Weiss, Y.2
  • 17
    • 34147118418 scopus 로고    scopus 로고
    • Face detection with boosted Gaussian features
    • J. Meynet, V. Popovici, and J.-P. Thiran, "Face detection with boosted Gaussian features," Pattern Recognit., vol. 40, no. 8, pp. 2283-2291, 2007.
    • (2007) Pattern Recognit , vol.40 , Issue.8 , pp. 2283-2291
    • Meynet, J.1    Popovici, V.2    Thiran, J.-P.3
  • 18
    • 3042535216 scopus 로고    scopus 로고
    • Distinctive image features from scale-invariant keypoints
    • D. G. Lowe, "Distinctive image features from scale-invariant keypoints," Int. J. Comput. Vis., vol. 60, no. 2, pp. 91-110, 2004.
    • (2004) Int. J. Comput. Vis , vol.60 , Issue.2 , pp. 91-110
    • Lowe, D.G.1
  • 19
    • 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. Comput. Vis., Graz, Austria, May 2006, vol. 2, pp. 589-600.
    • (2006) Proc. Eur. Conf. Comput. Vis , vol.2 , pp. 589-600
    • Tuzel, O.1    Porikli, F.2    Meer, P.3
  • 20
    • 34147111253 scopus 로고    scopus 로고
    • Network instrusion detection in covariance feature space
    • S. Jin, D. S. Yeung, and X. Wang, "Network instrusion detection in covariance feature space," Pattern Recognit., vol. 40, pp. 2185-2197, 2007.
    • (2007) Pattern Recognit , vol.40 , pp. 2185-2197
    • Jin, S.1    Yeung, D.S.2    Wang, X.3
  • 21
    • 84957085334 scopus 로고    scopus 로고
    • Theoretical views of boosting and applications
    • London, U.K
    • R. E. Schapire, "Theoretical views of boosting and applications," in Proc. Int. Conf. Algorithmic Learn. Theory, London, U.K., 1999, pp. 13-25.
    • (1999) Proc. Int. Conf. Algorithmic Learn. Theory , pp. 13-25
    • Schapire, R.E.1
  • 22
    • 4344568145 scopus 로고    scopus 로고
    • Floatboost learning and statistical face detection
    • Sep
    • 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, Sep. 2004.
    • (2004) IEEE Trans. Pattern Anal. Mach. Intell , vol.26 , Issue.9 , pp. 1112-1123
    • Li, S.Z.1    Zhang, Z.2
  • 23
    • 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. Comput. Vis., Rio de Janeiro, Brazil, 2007, pp. 1-7.
    • (2007) Proc. IEEE Int. Conf. Comput. Vis , pp. 1-7
    • Pham, M.T.1    Cham, T.J.2
  • 24
    • 31844442381 scopus 로고    scopus 로고
    • Linear asymmetric classifier for cascade detectors
    • Bonn, Germany
    • J. Wu, M. D. Mullin, and J. M. Rehg, "Linear asymmetric classifier for cascade detectors," in Proc. Int. Conf. Mach. Learn., Bonn, Germany, 2005, pp. 988-995.
    • (2005) Proc. Int. Conf. Mach. Learn , pp. 988-995
    • Wu, J.1    Mullin, M.D.2    Rehg, J.M.3
  • 25
    • 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. Comput. Vis. Pattern Recogn., New York, 2006, vol. 2, pp. 1491-1498.
    • (2006) Proc. IEEE Conf. Comput. Vis. Pattern Recogn , vol.2 , pp. 1491-1498
    • Zhu, Q.1    Avidan, S.2    Yeh, M.3    Cheng, K.-T.4
  • 26
    • 0036565814 scopus 로고    scopus 로고
    • Mean shift: A robust approach toward feature space analysis
    • May
    • D. Comaniciu and P. Meer, "Mean shift: A robust approach toward feature space analysis," IEEE Trans. Pattern Anal. Mach. Intell., vol. 24, no. 5, pp. 603-619, May 2002.
    • (2002) IEEE Trans. Pattern Anal. Mach. Intell , vol.24 , Issue.5 , pp. 603-619
    • Comaniciu, D.1    Meer, P.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.