메뉴 건너뛰기




Volumn 113, Issue 5, 2009, Pages 598-611

Closed-world tracking of multiple interacting targets for indoor-sports applications

Author keywords

Closed world; Color histograms; Dynamic models; Local smoothing; Multiple targets; Particle filter; Sport; Tracking; Voronoi partitioning

Indexed keywords

AIR FILTERS; COMPUTATIONAL COMPLEXITY; DYNAMIC MODELS; NONLINEAR FILTERING;

EID: 63249115959     PISSN: 10773142     EISSN: 1090235X     Source Type: Journal    
DOI: 10.1016/j.cviu.2008.01.009     Document Type: Article
Times cited : (54)

References (59)
  • 1
    • 0033099637 scopus 로고    scopus 로고
    • Human motion analysis: a review
    • Aggarwal J.K., and Cai Q. Human motion analysis: a review. Comp. Vis. Image Und. 73 3 (1999) 428-440
    • (1999) Comp. Vis. Image Und. , vol.73 , Issue.3 , pp. 428-440
    • Aggarwal, J.K.1    Cai, Q.2
  • 2
    • 0016355478 scopus 로고
    • A new look at the statistical model identification
    • Akaike H. A new look at the statistical model identification. IEEE Trans. Automat. Contr. 19 (1974) 716-723
    • (1974) IEEE Trans. Automat. Contr. , vol.19 , pp. 716-723
    • Akaike, H.1
  • 3
    • 0025756811 scopus 로고
    • A computer-video aided time motion analysis technique for match analysis
    • Ali A., and Farrally M. A computer-video aided time motion analysis technique for match analysis. J. Sports Med. Phys. Fit. 31 (1991) 82-88
    • (1991) J. Sports Med. Phys. Fit. , vol.31 , pp. 82-88
    • Ali, A.1    Farrally, M.2
  • 4
    • 0036475447 scopus 로고    scopus 로고
    • A tutorial on particle filters for online nonlinear/non-gaussian Bayesian tracking
    • Arulampalam M., Maskell S., Gordon N., and Clapp T. A tutorial on particle filters for online nonlinear/non-gaussian Bayesian tracking. IEEE Trans. Signal Proc. 50 2 (2002) 174-188
    • (2002) IEEE Trans. Signal Proc. , vol.50 , Issue.2 , pp. 174-188
    • Arulampalam, M.1    Maskell, S.2    Gordon, N.3    Clapp, T.4
  • 5
    • 0028115634 scopus 로고
    • The physiology of soccer: with special reference to intense intermittent exercise
    • Bangsbo J. The physiology of soccer: with special reference to intense intermittent exercise. Acta Physiol Scand 619 (1994) 1-155
    • (1994) Acta Physiol Scand , vol.619 , pp. 1-155
    • Bangsbo, J.1
  • 8
    • 63249109996 scopus 로고    scopus 로고
    • M. Bon, J. Perš, S. Kovačič, Computer vision system for tracking players during the handball match, in: Perspectives and Profiles, Ann. Con. European College of Sport Science, 2001, p. 549.
    • M. Bon, J. Perš, S. Kovačič, Computer vision system for tracking players during the handball match, in: Perspectives and Profiles, Ann. Con. European College of Sport Science, 2001, p. 549.
  • 11
    • 3543103331 scopus 로고    scopus 로고
    • Bayesian Filtering: From Kalman Filters to Particle Filters, and Beyond
    • Technical Report, McMaster University, Hamilton, Ontario, Canada
    • Z. Chen, Bayesian Filtering: From Kalman Filters to Particle Filters, and Beyond, Technical Report, McMaster University, Hamilton, Ontario, Canada, 2003.
    • (2003)
    • Chen, Z.1
  • 15
    • 33645146449 scopus 로고    scopus 로고
    • Histograms of oriented gradients for human detection
    • June
    • N. Dalal, B. Triggs, Histograms of oriented gradients for human detection, in: Proc. Conf. Comp. Vis. Pattern Recognition, vol. 1, June 2005, pp. 886-893.
    • (2005) Proc. Conf. Comp. Vis. Pattern Recognition , vol.1 , pp. 886-893
    • Dalal, N.1    Triggs, B.2
  • 16
    • 0003665481 scopus 로고    scopus 로고
    • Doucet A., de Freitas N., and Gordon N. (Eds), Springer-Verlag, New York
    • In: Doucet A., de Freitas N., and Gordon N. (Eds). Sequential Monte Carlo Methods in Practice (2001), Springer-Verlag, New York
    • (2001) Sequential Monte Carlo Methods in Practice
  • 18
    • 0009895131 scopus 로고
    • Gathering of kinematic data of sport event by televising the whole pitch and track
    • Soc. Biomech. Sports Sympossium
    • W.S. Erdmann, Gathering of kinematic data of sport event by televising the whole pitch and track, in: Proc. Int. Soc. Biomech. Sports Sympossium, 1992, pp. 159-162.
    • (1992) Proc. Int , pp. 159-162
    • Erdmann, W.S.1
  • 21
    • 0032804927 scopus 로고    scopus 로고
    • The visual analysis of human movement: a survey
    • Gavrila D.M. The visual analysis of human movement: a survey. Comput. Vis. Image Und. 73 1 (1999) 82-98
    • (1999) Comput. Vis. Image Und. , vol.73 , Issue.1 , pp. 82-98
    • Gavrila, D.M.1
  • 23
    • 63249091309 scopus 로고    scopus 로고
    • IMM Estimator With Nearest-Neighbour Joint Probabilistic Data Association, Artech House, Inc
    • R. Hemlick, Multitarget-multisensor tracking: applications and advances, vol. 3, IMM Estimator With Nearest-Neighbour Joint Probabilistic Data Association, Artech House, Inc., 2000, pp. 175-178.
    • (2000) Multitarget-multisensor tracking: Applications and advances , vol.3 , pp. 175-178
    • Hemlick, R.1
  • 24
    • 0142221952 scopus 로고
    • The physiological basis of athletic records
    • Hill A.V. The physiological basis of athletic records. Sci. Mon. 21 (1925) 409-428
    • (1925) Sci. Mon. , vol.21 , pp. 409-428
    • Hill, A.V.1
  • 26
    • 0029216648 scopus 로고    scopus 로고
    • S.S. Intille, A.F. Bobick, Visual tracking using closed-worlds, in: Proc. Int. Conf. Computer Vision, June 1995, pp. 672-678.
    • S.S. Intille, A.F. Bobick, Visual tracking using closed-worlds, in: Proc. Int. Conf. Computer Vision, June 1995, pp. 672-678.
  • 27
    • 0032136153 scopus 로고    scopus 로고
    • Condensation-conditional density propagation for visual tracking
    • Isard M., and Blake A. Condensation-conditional density propagation for visual tracking. Int. J. Comput. Vis. 29 1 (1998) 5-28
    • (1998) Int. J. Comput. Vis. , vol.29 , Issue.1 , pp. 5-28
    • Isard, M.1    Blake, A.2
  • 29
    • 10044228120 scopus 로고    scopus 로고
    • Parallel tracking of all soccer players by integrating detected positions in multiple view images
    • S. Iwase, H. Saito, Parallel tracking of all soccer players by integrating detected positions in multiple view images, in: Int. Conf. Pattern Recognition, vol. 4, 2004, pp. 751-754.
    • (2004) Int. Conf. Pattern Recognition , vol.4 , pp. 751-754
    • Iwase, S.1    Saito, H.2
  • 30
    • 85024429815 scopus 로고
    • A new approach to linear filtering and prediction problems
    • Kalman R.E. A new approach to linear filtering and prediction problems. Trans. ASME J. Basic Eng. 82 (1960) 34-45
    • (1960) Trans. ASME J. Basic Eng. , vol.82 , pp. 34-45
    • Kalman, R.E.1
  • 32
    • 0000395630 scopus 로고
    • Optimal velocity in a race
    • Keller J.B. Optimal velocity in a race. Am. Math. Mon. 81 (1974) 474-480
    • (1974) Am. Math. Mon. , vol.81 , pp. 474-480
    • Keller, J.B.1
  • 33
    • 28044451749 scopus 로고    scopus 로고
    • MCMC-based particle filter for tracking a variable number of interacting targets
    • Khan Z., Balch T., and Dellaert F. MCMC-based particle filter for tracking a variable number of interacting targets. IEEE Trans. Patter. Anal. Mach. Intell. 27 11 (2005) 1805-1819
    • (2005) IEEE Trans. Patter. Anal. Mach. Intell. , vol.27 , Issue.11 , pp. 1805-1819
    • Khan, Z.1    Balch, T.2    Dellaert, F.3
  • 35
    • 63249093016 scopus 로고    scopus 로고
    • W.L. Lu, J.J. Little, Tracking and recognizing actions at a distance, in Proc. Workshop on Compter Vision Based Analisys in Sport Environments in conjunction with ECCV06, May 2006, pp. 49-60.
    • W.L. Lu, J.J. Little, Tracking and recognizing actions at a distance, in Proc. Workshop on Compter Vision Based Analisys in Sport Environments in conjunction with ECCV06, May 2006, pp. 49-60.
  • 37
  • 43
    • 33749266209 scopus 로고    scopus 로고
    • Off-line multiple object tracking using candidate selection and the viterbi algorithm
    • F. Pitié, S.A. Berrani, A. Kokaram, R. Dahyot, Off-line multiple object tracking using candidate selection and the viterbi algorithm, in: Proc. IEEE Int. Conf. Image Processing, vol. 3, 2005, pp. 109-112.
    • (2005) Proc. IEEE Int. Conf. Image Processing , vol.3 , pp. 109-112
    • Pitié, F.1    Berrani, S.A.2    Kokaram, A.3    Dahyot, R.4
  • 44
    • 1542427941 scopus 로고    scopus 로고
    • Filtering via simulation: auxiliary particle filters
    • Pitt M.K., and Sheppard N. Filtering via simulation: auxiliary particle filters. J. Am. Stat. Assoc. 94 446 (1999) 590-599
    • (1999) J. Am. Stat. Assoc. , vol.94 , Issue.446 , pp. 590-599
    • Pitt, M.K.1    Sheppard, N.2
  • 45
    • 0035363738 scopus 로고    scopus 로고
    • Probabilistic data association methods for tracking complex visual objects
    • Rasmussen C., and Hager G.D. Probabilistic data association methods for tracking complex visual objects. IEEE Trans. Patter. Anal. Mach. Intell. 23 6 (2001) 560-576
    • (2001) IEEE Trans. Patter. Anal. Mach. Intell. , vol.23 , Issue.6 , pp. 560-576
    • Rasmussen, C.1    Hager, G.D.2
  • 46
    • 0001746929 scopus 로고    scopus 로고
    • The measurement of human motion: a comparison of commercially available systems
    • Richards J.G. The measurement of human motion: a comparison of commercially available systems. Hum. Movement Sci. 18 (1999) 589-602
    • (1999) Hum. Movement Sci. , vol.18 , pp. 589-602
    • Richards, J.G.1
  • 47
    • 1642354326 scopus 로고    scopus 로고
    • Survey of maneuvering target tracking: dynamic models
    • Li X.R., and Jilkov V.P. Survey of maneuvering target tracking: dynamic models. IEEE Trans. Aero. El. Sys. 39 4 (2003) 1333-1363
    • (2003) IEEE Trans. Aero. El. Sys. , vol.39 , Issue.4 , pp. 1333-1363
    • Li, X.R.1    Jilkov, V.P.2
  • 48
    • 63249091635 scopus 로고    scopus 로고
    • N. Saito, R.R. Coifman, Improved local discriminant bases using empirical probability density estimation, in: Comput. Section of American Statistical Association, 1997, pp. 312-321.
    • N. Saito, R.R. Coifman, Improved local discriminant bases using empirical probability density estimation, in: Comput. Section of American Statistical Association, 1997, pp. 312-321.
  • 49
    • 0034860928 scopus 로고    scopus 로고
    • Tracking multiple moving targets with a mobile robot using particle filters and statistical data association
    • D. Schulz, W. Burgard, D. Fox, A.B. Cremers, Tracking multiple moving targets with a mobile robot using particle filters and statistical data association, in: Proc. IEEE Int. Conf. Robotics and Automation, vol. 1, 2001, pp. 665-670.
    • (2001) Proc. IEEE Int. Conf. Robotics and Automation , vol.1 , pp. 665-670
    • Schulz, D.1    Burgard, W.2    Fox, D.3    Cremers, A.B.4
  • 50
    • 84957633950 scopus 로고    scopus 로고
    • Where are the ball and players? Soccer game analysis with color based tracking and image mosaick
    • Y. Seo, S. Choi, H. Kim, K.S. Hong, Where are the ball and players? Soccer game analysis with color based tracking and image mosaick, in: Proc. Int. Conf. Image Analysis and Processing, vol. 2, 1997, pp. 196-203.
    • (1997) Proc. Int. Conf. Image Analysis and Processing , vol.2 , pp. 196-203
    • Seo, Y.1    Choi, S.2    Kim, H.3    Hong, K.S.4
  • 51
    • 33745812432 scopus 로고    scopus 로고
    • Tracking and labelling of interacting multiple targets
    • J. Sullivan, S. Carlsson, Tracking and labelling of interacting multiple targets, in: Proc. European Conf. Computer Vision, vol. 3, 2006, pp. 619-632.
    • (2006) Proc. European Conf. Computer Vision , vol.3 , pp. 619-632
    • Sullivan, J.1    Carlsson, S.2
  • 55
    • 63249095231 scopus 로고    scopus 로고
    • G. Vučković, B. Dežman, F. Erčulj, S. Kovačič, Perš J, Differences between the winning and the losing players in a squash game in terms of distance covered, in: Science and Racket Sports III: Int. Table Tennis Federation Sports, 2004, pp. 202-207.
    • G. Vučković, B. Dežman, F. Erčulj, S. Kovačič, Perš J, Differences between the winning and the losing players in a squash game in terms of distance covered, in: Science and Racket Sports III: Int. Table Tennis Federation Sports, 2004, pp. 202-207.
  • 56
    • 33744961948 scopus 로고    scopus 로고
    • Effective appearance model and similarity measure for particle filtering and visual tracking
    • May
    • H. Wang, D. Suter, K. Schindler, Effective appearance model and similarity measure for particle filtering and visual tracking, in: Proc. European Conf. Computer Vision, vol. 3851, pp. 328-337, May 2006.
    • (2006) Proc. European Conf. Computer Vision , vol.3851 , pp. 328-337
    • Wang, H.1    Suter, D.2    Schindler, K.3
  • 57
    • 17044371546 scopus 로고    scopus 로고
    • Interacting multiple model particle filter to adaptive visual tracking
    • J. Wang, D. Zhao, W. Gao, S. Shan, Interacting multiple model particle filter to adaptive visual tracking, in: Proc. Int. Conf. Image and Graphics, 2004, pp. 568-571.
    • (2004) Proc. Int. Conf. Image and Graphics , pp. 568-571
    • Wang, J.1    Zhao, D.2    Gao, W.3    Shan, S.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.