메뉴 건너뛰기




Volumn 10, Issue 3, 2009, Pages 417-427

A comprehensive evaluation framework and a comparative study for human detectors

Author keywords

Cascade; Evaluation; Histograms of oriented gradients (HOGs); Human detection; Near infrared; Region covariance

Indexed keywords

CASCADE; EVALUATION; HISTOGRAMS OF ORIENTED GRADIENTS (HOGS); HUMAN DETECTION; NEAR INFRARED; REGION COVARIANCE;

EID: 70349178889     PISSN: 15249050     EISSN: None     Source Type: Journal    
DOI: 10.1109/TITS.2009.2026670     Document Type: Article
Times cited : (39)

References (31)
  • 3
    • 0034245048 scopus 로고    scopus 로고
    • W4: Real-time surveillance of people and their activities
    • Aug.
    • I. Haritaoglu, D. Harwood, and L. Davis, "w4: Real-time surveillance of people and their activities," IEEE Trans. Pattern Anal. Mach. Intell., vol.22, no.8, pp. 809-830, Aug. 2000.
    • (2000) IEEE Trans. Pattern Anal. Mach. Intell. , vol.22 , Issue.8 , pp. 809-830
    • Haritaoglu, I.1    Harwood, D.2    Davis, L.3
  • 4
    • 33748489060 scopus 로고    scopus 로고
    • Pedestrian detection via periodic motion analysis
    • Feb.
    • Y. Ran, I. Weiss, Q. Zheng, and L. Davis, "Pedestrian detection via periodic motion analysis," Int. J. Comput. Vis., vol.71, no.2, pp. 143- 160, Feb. 2007.
    • (2007) Int. J. Comput. Vis. , vol.71 , Issue.2 , pp. 143-160
    • Ran, Y.1    Weiss, I.2    Zheng, Q.3    Davis, L.4
  • 5
    • 0344983340 scopus 로고    scopus 로고
    • Detecting pedestrians using patterns of motion and appearance
    • New York
    • P. Viola, M. Jones, and D. Snow, "Detecting pedestrians using patterns of motion and appearance," in Proc. IEEE Conf. Comput. Vis. Pattern Recog., New York, 2003, vol.1, pp. 734-741.
    • (2003) Proc. IEEE Conf. Comput. Vis. Pattern Recog. , vol.1 , pp. 734-741
    • Viola, P.1    Jones, M.2    Snow, D.3
  • 6
    • 4644354464 scopus 로고    scopus 로고
    • Pictorial structures for object recognition
    • Jan.
    • P. Felzenszwalb and D. Huttenlocher, "Pictorial structures for object recognition," Int. J. Comput. Vis., vol.61, no.1, pp. 55-79, Jan. 2005.
    • (2005) Int. J. Comput. Vis. , vol.61 , Issue.1 , pp. 55-79
    • Felzenszwalb, P.1    Huttenlocher, D.2
  • 7
    • 0035358875 scopus 로고    scopus 로고
    • Probabilistic methods for finding people
    • Jun.
    • S. Ioffe and D. A. Forsyth, "Probabilistic methods for finding people," Int. J. Comput. Vis., vol.43, no.1, pp. 45-68, Jun. 2001.
    • (2001) Int. J. Comput. Vis. , vol.43 , Issue.1 , pp. 45-68
    • Ioffe, S.1    Forsyth, D.A.2
  • 8
    • 84937559705 scopus 로고    scopus 로고
    • Learning to parse pictures of people
    • Copehagen, Denmark
    • R. Ronfard, C. Schmid, and B. Triggs, "Learning to parse pictures of people," in Proc. Eur. Conf. Comput. Vis., Copehagen, Denmark, 2002, vol.4, pp. 700-714.
    • (2002) Proc. Eur. Conf. Comput. Vis. , vol.4 , pp. 700-714
    • Ronfard, R.1    Schmid, C.2    Triggs, B.3
  • 10
    • 33845573438 scopus 로고    scopus 로고
    • Incremental learning of object detectors using a visual shape alphabet
    • New York
    • A. Opelt, A. Pinz, and A. Zisserman, "Incremental learning of object detectors using a visual shape alphabet," in Proc. IEEE Conf. Comput. Vis. Pattern Recog., New York, 2006, vol.1, pp. 3-10.
    • (2006) Proc. IEEE Conf. Comput. Vis. Pattern Recog. , vol.1 , pp. 3-10
    • Opelt, A.1    Pinz, A.2    Zisserman, A.3
  • 12
    • 33745967471 scopus 로고    scopus 로고
    • Closely coupled object detection and segmentation
    • L. Zhao and L. S. Davis, "Closely coupled object detection and segmentation," in Proc. ICCV, 2005, pp. 454-461.
    • (2005) Proc. ICCV , pp. 454-461
    • Zhao, L.1    Davis, L.S.2
  • 13
    • 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
  • 14
    • 0034206769 scopus 로고    scopus 로고
    • A trainable system for object detection
    • Jun.
    • P. Papageorgiou and T. Poggio, "A trainable system for object detection," Int. J. Comput. Vis., vol.38, no.1, pp. 15-33, Jun. 2000.
    • (2000) Int. J. Comput. Vis. , vol.38 , Issue.1 , pp. 15-33
    • Papageorgiou, P.1    Poggio, T.2
  • 16
    • 24644521635 scopus 로고    scopus 로고
    • Human detection based on a probabilistic assembly of robust part detectors
    • Prague, Czech Republic
    • 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, 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
  • 18
    • 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. Pattern Recog., San Diego, CA, 2005, pp. 886-893.
    • (2005) Proc. IEEE Conf. Comput. Vis. Pattern Recog. , pp. 886-893
    • Dalal, N.1    Triggs, B.2
  • 19
    • 33745821718 scopus 로고    scopus 로고
    • Human detection using oriented histograms of flow and appearance
    • Graz, Austria
    • N. Dalal, B. Triggs, and C. Schmid, "Human detection using oriented histograms of flow and appearance," in Proc. Eur. Conf. Comput. Vis., Graz, Austria, 2006, pp. 428-441.
    • (2006) Proc. Eur. Conf. Comput. Vis. , pp. 428-441
    • Dalal, N.1    Triggs, B.2    Schmid, C.3
  • 21
    • 63249131231 scopus 로고    scopus 로고
    • Configuration estimates improve pedestrian finding
    • D. Tran and D. Forsyth, "Configuration estimates improve pedestrian finding," in Proc. NIPS, 2007, pp. 1529-1536.
    • (2007) Proc. NIPS , pp. 1529-1536
    • Tran, D.1    Forsyth, D.2
  • 22
    • 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. 10th Int. Conf. Comput. Vis., Beijing, China, 2005, pp. 90-97.
    • (2005) Proc. 10th Int. Conf. Comput. Vis. , pp. 90-97
    • Wu, B.1    Nevatia, R.2
  • 23
    • 34948834722 scopus 로고    scopus 로고
    • Detecting pedestrians by learning shapelet features
    • P. Sabzmeydani and G. Mori, "Detecting pedestrians by learning shapelet features," in Proc. CVPR, 2007, pp. 1-8.
    • (2007) Proc. CVPR , pp. 1-8
    • Sabzmeydani, P.1    Mori, G.2
  • 24
    • 51949112689 scopus 로고    scopus 로고
    • Optimizing discrimination-efficiency trade-off in integrating heterogeneous local features for object detection
    • Anchorage, AK
    • B. Wu and R. Nevaita, "Optimizing discrimination-efficiency trade-off in integrating heterogeneous local features for object detection," in Proc. IEEE Conf. Comput. Vis. Pattern Recog., Anchorage, AK, 2008, pp. 1-8.
    • (2008) Proc. IEEE Conf. Comput. Vis. Pattern Recog. , pp. 1-8
    • Wu, B.1    Nevaita, R.2
  • 26
    • 0034164230 scopus 로고    scopus 로고
    • Additive logistic regression: A statistical view of boosting
    • J. Friedman, T. Hastie, and R. Tibshirani, "Additive logistic regression: A statistical view of boosting," Ann. Stat., vol.28, no.2, pp. 337-407, 2000.
    • (2000) Ann. Stat. , vol.28 , Issue.2 , pp. 337-407
    • Friedman, J.1    Hastie, T.2    Tibshirani, R.3
  • 27
    • 33745818927 scopus 로고    scopus 로고
    • Region covariance: A fast descriptor for detection and classification
    • O. Tuzel, F. Porikli, and P. Meer, "Region covariance: A fast descriptor for detection and classification," in Proc. ECCV, 2006, pp. 589-600.
    • (2006) Proc. ECCV , pp. 589-600
    • Tuzel, O.1    Porikli, F.2    Meer, P.3
  • 31
    • 33749249600 scopus 로고    scopus 로고
    • The relationship between precision-recall and ROC curves
    • J. Davis and M. Goadrich, "The relationship between precision-recall and ROC curves," in Proc. ICML, 2006, pp. 233-240.
    • (2006) Proc. ICML , pp. 233-240
    • Davis, J.1    Goadrich, M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.