메뉴 건너뛰기




Volumn 7726 LNCS, Issue PART 3, 2013, Pages 98-111

Online multi-target tracking by large margin structured learning

Author keywords

[No Author keywords available]

Indexed keywords

BIPARTITE MATCHINGS; MULTI-OBJECT TRACKING; MULTI-TARGET TRACKING; STATE-OF-THE-ART METHODS; STRUCTURAL CLASSIFIERS; STRUCTURAL SUPPORT; STRUCTURED LEARNING; STRUCTURED PREDICTION;

EID: 84875882143     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-37431-9_8     Document Type: Conference Paper
Times cited : (54)

References (27)
  • 1
    • 50249148608 scopus 로고    scopus 로고
    • Coupled detection and trajectory estimation for multi-object tracking
    • Leibe, B., Schindler, K., Van Gool, L.: Coupled detection and trajectory estimation for multi-object tracking. In: ICCV (2007)
    • (2007) ICCV
    • Leibe, B.1    Schindler, K.2    Van Gool, L.3
  • 2
    • 34948910165 scopus 로고    scopus 로고
    • A linear programming approach for multiple object tracking
    • Jiang, S.H., Fels, Little, J.J.: A linear programming approach for multiple object tracking. In: CVPR (2007)
    • (2007) CVPR
    • Jiang, S.H.1    Fels2    Little, J.J.3
  • 3
    • 78149339752 scopus 로고    scopus 로고
    • Globally Optimal Multi-target Tracking on a Hexagonal Lattice
    • Daniilidis, K., Maragos, P., Paragios, N. (eds.) ECCV 2010, Part I. Springer, Heidelberg
    • Andriyenko, A., Schindler, K.: Globally Optimal Multi-target Tracking on a Hexagonal Lattice. In: Daniilidis, K., Maragos, P., Paragios, N. (eds.) ECCV 2010, Part I. LNCS, vol. 6311, pp. 466-479. Springer, Heidelberg (2010)
    • (2010) LNCS , vol.6311 , pp. 466-479
    • Andriyenko, A.1    Schindler, K.2
  • 4
    • 70349148888 scopus 로고    scopus 로고
    • Nevatia: Global data association for multi-object tracking using network flows
    • Zhang, R.L., Li, Y., Nevatia: Global data association for multi-object tracking using network flows. In: CVPR (2008)
    • (2008) CVPR
    • Zhang, R.L.1    Li, Y.2
  • 5
    • 80052904076 scopus 로고    scopus 로고
    • Globally-optimal greedy algorithms for tracking a variable number of objects
    • Pirsiavash, H., Ramanan, D., Fowlkes, C.: Globally-optimal greedy algorithms for tracking a variable number of objects. In: CVPR (2011)
    • (2011) CVPR
    • Pirsiavash, H.1    Ramanan, D.2    Fowlkes, C.3
  • 6
    • 56749166165 scopus 로고    scopus 로고
    • Robust Object Tracking by Hierarchical Association of Detection Responses
    • Forsyth, D., Torr, P., Zisserman, A. (eds.) ECCV 2008, Part II. Springer, Heidelberg
    • Huang, C., Wu, B., Nevatia, R.: Robust Object Tracking by Hierarchical Association of Detection Responses. In: Forsyth, D., Torr, P., Zisserman, A. (eds.) ECCV 2008, Part II. LNCS, vol. 5303, pp. 788-801. Springer, Heidelberg (2008)
    • (2008) LNCS , vol.5303 , pp. 788-801
    • Huang, C.1    Wu, B.2    Nevatia, R.3
  • 7
    • 70450214801 scopus 로고    scopus 로고
    • Learning to associate: Hybridboosted multi-target tracker for crowded scene
    • Li, R.Y., Huang, C., Nevatia, R.: Learning to associate: Hybridboosted multi-target tracker for crowded scene. In: CVPR (2009)
    • (2009) CVPR
    • Li, R.Y.1    Huang, C.2    Nevatia, R.3
  • 8
    • 77956000998 scopus 로고    scopus 로고
    • Multi-target tracking by on-line learned discriminative appearance models
    • Kuo, C.H., Huang, C., Nevatia, R.: Multi-target tracking by on-line learned discriminative appearance models. In: CVPR (2010)
    • (2010) CVPR
    • Kuo, C.H.1    Huang, C.2    Nevatia, R.3
  • 9
    • 80052910976 scopus 로고    scopus 로고
    • How does person identity recognition help multi-person tracking?
    • Kuo, C.H., Nevatia, R.: How does person identity recognition help multi-person tracking? In: CVPR (2011)
    • (2011) CVPR
    • Kuo, C.H.1    Nevatia, R.2
  • 10
    • 80052911158 scopus 로고    scopus 로고
    • Learning affinities and dependencies for multitarget tracking using a CRF model
    • Yang, B., Huang, C., Nevatia, R.: Learning affinities and dependencies for multitarget tracking using a CRF model. In: CVPR (2011)
    • (2011) CVPR
    • Yang, B.1    Huang, C.2    Nevatia, R.3
  • 11
    • 80052897117 scopus 로고    scopus 로고
    • Multiobject tracking as maximum weight independent set
    • Brendel, W., Amer, M., Todorovic, S.: Multiobject tracking as maximum weight independent set. In: CVPR (2011)
    • (2011) CVPR
    • Brendel, W.1    Amer, M.2    Todorovic, S.3
  • 12
    • 84866654237 scopus 로고    scopus 로고
    • An online learned CRF model for multi-target tracking
    • Yang, B., Nevatia, R.: An online learned CRF model for multi-target tracking. In: CVPR (2012)
    • (2012) CVPR
    • Yang, B.1    Nevatia, R.2
  • 13
    • 80052910259 scopus 로고    scopus 로고
    • Multi-target tracking by continuous energy minimization
    • Andriyenko, A., Schindler, K.: Multi-target tracking by continuous energy minimization. In: CVPR (2011)
    • (2011) CVPR
    • Andriyenko, A.1    Schindler, K.2
  • 14
    • 84866644597 scopus 로고    scopus 로고
    • Multi-target tracking by online learning of non-linear motion patterns and robust appearance models
    • Yang, B., Nevatia, R.: Multi-target tracking by online learning of non-linear motion patterns and robust appearance models. In: CVPR (2012)
    • (2012) CVPR
    • Yang, B.1    Nevatia, R.2
  • 15
    • 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 (2005)
    • (2005) CVPR
    • Dalal, N.1    Triggs, B.2
  • 16
    • 39749124915 scopus 로고    scopus 로고
    • Robust object detection with interleaved categorization and segmentation
    • Leibe, B., Leonardis, A., Schiele, B.: Robust object detection with interleaved categorization and segmentation. IJCV 77, 259-289 (2008)
    • (2008) IJCV , vol.77 , pp. 259-289
    • Leibe, B.1    Leonardis, A.2    Schiele, B.3
  • 17
    • 77955422240 scopus 로고    scopus 로고
    • Object detection with discriminatively trained part-based models
    • Felzenszwalb, P., Girshick, R., McAllester, D., Ramanan, D.: Object detection with discriminatively trained part-based models. IEEE PAMI 32, 1627-1645 (2010)
    • (2010) IEEE PAMI , vol.32 , pp. 1627-1645
    • Felzenszwalb, P.1    Girshick, R.2    McAllester, D.3    Ramanan, D.4
  • 18
    • 34548102203 scopus 로고    scopus 로고
    • Detection and tracking of multiple, partially occluded humans by bayesian combination of edgelet based part detectors
    • Wu, B., Nevatia, R.: Detection and tracking of multiple, partially occluded humans by bayesian combination of edgelet based part detectors. IJCV 75, 247-266 (2007)
    • (2007) IJCV , vol.75 , pp. 247-266
    • Wu, B.1    Nevatia, R.2
  • 19
    • 77956327939 scopus 로고    scopus 로고
    • Detection driven adaptive multi-cue integration for multiple human tracking
    • Yang, M., Lv, F., Xu, W., Gong, Y.: Detection driven adaptive multi-cue integration for multiple human tracking. In: ICCV (2009)
    • (2009) ICCV
    • Yang, M.1    Lv, F.2    Xu, W.3    Gong, Y.4
  • 20
    • 14344250451 scopus 로고    scopus 로고
    • Support vector machine learning for interdependent and structured output spaces
    • Tsochantaridis, I., Hofmann, T., Joachims, T., Altun, Y.: Support vector machine learning for interdependent and structured output spaces. In: ICML (2004)
    • (2004) ICML
    • Tsochantaridis, I.1    Hofmann, T.2    Joachims, T.3    Altun, Y.4
  • 21
    • 0002719797 scopus 로고
    • The Hungarian method for the assignment problem
    • Kuhn, H.W.: The Hungarian method for the assignment problem. Naval Research Logistics Quarterly 2, 83-97 (1955)
    • (1955) Naval Research Logistics Quarterly , vol.2 , pp. 83-97
    • Kuhn, H.W.1
  • 22
    • 85020603202 scopus 로고    scopus 로고
    • An HOG-LBP human detector with partial occlusion handling
    • Wang, X., Han, T.X., Yan, S.: An HOG-LBP human detector with partial occlusion handling. In: ICCV (2009)
    • (2009) ICCV
    • Wang, X.1    Han, T.X.2    Yan, S.3
  • 24
    • 51949103533 scopus 로고    scopus 로고
    • A mobile vision system for robust multi-person tracking
    • Ess, A., Leibe, B., Schindler, K., van Gool, L.: A mobile vision system for robust multi-person tracking. In: CVPR (2008)
    • (2008) CVPR
    • Ess, A.1    Leibe, B.2    Schindler, K.3    Van Gool, L.4
  • 25
    • 77955992058 scopus 로고    scopus 로고
    • Monocular 3d pose estimation and tracking by detection
    • Andriluka, M., Roth, S., Schiele, B.: Monocular 3d pose estimation and tracking by detection. In: CVPR (2010)
    • (2010) CVPR
    • Andriluka, M.1    Roth, S.2    Schiele, B.3
  • 27
    • 84897541533 scopus 로고    scopus 로고
    • struct (2011), http://www.vlfeat.org/~vedaldi/code/svm-struct-matlab.html
    • (2011) struct
    • Vedaldi, A.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.