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Volumn 18, Issue 8, 2008, Pages 1016-1027

Efficient multitarget visual tracking using random finite sets

Author keywords

Monte Carlo; Probability hypothesis density (PHD) filter; Surveillance; Tracking

Indexed keywords

CHLORINE COMPOUNDS; COMPUTER NETWORKS; SET THEORY; SIGNAL FILTERING AND PREDICTION;

EID: 50549085962     PISSN: 10518215     EISSN: None     Source Type: Journal    
DOI: 10.1109/TCSVT.2008.928221     Document Type: Article
Times cited : (169)

References (27)
  • 1
    • 0032136153 scopus 로고    scopus 로고
    • CONDENSATION - conditional density propagation for visual tracking
    • M. Isard and A. Blake, "CONDENSATION - conditional density propagation for visual tracking," Int. J. Comput. Vis., vol. 29, no. 1, pp. 5-28, 1998.
    • (1998) Int. J. Comput. Vis , vol.29 , Issue.1 , pp. 5-28
    • Isard, M.1    Blake, A.2
  • 2
    • 0036475447 scopus 로고    scopus 로고
    • A tutorial on particle filters for online non-linear/non-Gaussian Bayesian hacking
    • Jan
    • M. S. Arulampalam, S. Maskell, N. Gordon, and T. Clapp, "A tutorial on particle filters for online non-linear/non-Gaussian Bayesian hacking," IEEE Trans. Signal Process., vol. 50, no. 1, pp. 174-188, Jan. 2002.
    • (2002) IEEE Trans. Signal Process , vol.50 , Issue.1 , pp. 174-188
    • Arulampalam, M.S.1    Maskell, S.2    Gordon, N.3    Clapp, T.4
  • 5
    • 0034851441 scopus 로고    scopus 로고
    • Bramble: A bayesian multiple-blob hacker
    • Vancouver, BC, Canada, Jul
    • M. Isard and J. MacCormick, "Bramble: A bayesian multiple-blob hacker,"in Proc. Int. Conf. Comput. Vis., Vancouver, BC, Canada, Jul. 2001, vol. 2, pp. 34-41.
    • (2001) Proc. Int. Conf. Comput. Vis , vol.2 , pp. 34-41
    • Isard, M.1    MacCormick, J.2
  • 6
    • 35048868406 scopus 로고    scopus 로고
    • An MCMC-based particle filter for hacking multiple interacting targets
    • Z. Khan, T. Balch, and F. Dellaert, "An MCMC-based particle filter for hacking multiple interacting targets," in Proc. Eur. Conf. Comput. Vis., 2004, pp. 279-290.
    • (2004) Proc. Eur. Conf. Comput. Vis , pp. 279-290
    • Khan, Z.1    Balch, T.2    Dellaert, F.3
  • 7
    • 0036662623 scopus 로고    scopus 로고
    • Tracking multiple objects with particle filtering
    • Jul
    • C. Hue, J.-P. L. Cadre, and P. Pérez, "Tracking multiple objects with particle filtering," IEEE Trans. Aemsp. Electron. Syst., vol. 38, no. 3, pp. 791-812, Jul. 2002.
    • (2002) IEEE Trans. Aemsp. Electron. Syst , vol.38 , Issue.3 , pp. 791-812
    • Hue, C.1    Cadre, J.-P.L.2    Pérez, P.3
  • 8
    • 84901444236 scopus 로고    scopus 로고
    • Particle filtering for multi-target tracking and sensor management
    • A. Doucet, B. Vo, C. Andrieu, and M. Davy, "Particle filtering for multi-target tracking and sensor management," in Proc. Int. Conf. Inf. Fusion, 2002, vol. 1, pp. 474-481.
    • (2002) Proc. Int. Conf. Inf. Fusion , vol.1 , pp. 474-481
    • Doucet, A.1    Vo, B.2    Andrieu, C.3    Davy, M.4
  • 9
    • 18844413286 scopus 로고    scopus 로고
    • Monte Carlo filtering for multitarget tracking and data association
    • Mar
    • J. Vermaak, S. Godsill, and P. Perez, "Monte Carlo filtering for multitarget tracking and data association," IEEE Trans. Aerosp. Electron. Syst., vol. 41, no. 3, pp. 309-332, Mar. 2005.
    • (2005) IEEE Trans. Aerosp. Electron. Syst , vol.41 , Issue.3 , pp. 309-332
    • Vermaak, J.1    Godsill, S.2    Perez, P.3
  • 10
    • 33751003537 scopus 로고    scopus 로고
    • Rao-Blackwellized particle filter for multiple target hacking
    • Jan
    • S. Sarkka, A. Vehtari, and J. Lampinen, "Rao-Blackwellized particle filter for multiple target hacking," Inf. Fusion, vol. 8, no. 1, pp. 2-15, Jan. 2007.
    • (2007) Inf. Fusion , vol.8 , Issue.1 , pp. 2-15
    • Sarkka, S.1    Vehtari, A.2    Lampinen, J.3
  • 11
    • 13344277263 scopus 로고    scopus 로고
    • A noniterative greedy algorithm for multiframe point correspondence
    • Jan
    • K. Shafique and M. Shah, "A noniterative greedy algorithm for multiframe point correspondence," IEEE Trans. Pattern Anal. Mack Intell., vol. 27, no. 1, pp. 51-65, Jan. 2005.
    • (2005) IEEE Trans. Pattern Anal. Mack Intell , vol.27 , Issue.1 , pp. 51-65
    • Shafique, K.1    Shah, M.2
  • 12
    • 0002474743 scopus 로고    scopus 로고
    • A theoretical foundation for the Stein-Winter probability hypothesis density (PHD) multitarget hacking approach
    • San Antonio, TX, Jun
    • R. Mahler, "A theoretical foundation for the Stein-Winter probability hypothesis density (PHD) multitarget hacking approach," in Proc MSS Nat. Symp. Sensor Data Fusion, San Antonio, TX, Jun. 2002, vol. 1.
    • (2002) Proc MSS Nat. Symp. Sensor Data Fusion , vol.1
    • Mahler, R.1
  • 13
    • 6344245353 scopus 로고    scopus 로고
    • Sequential monte carlo implementation of the PHD filter for multi-target hacking
    • B. Vo, S. Singh, and A. Doucet, "Sequential monte carlo implementation of the PHD filter for multi-target hacking," in Proc. Int. Conf. Inf. Fusion, 2003, pp. 792-799.
    • (2003) Proc. Int. Conf. Inf. Fusion , pp. 792-799
    • Vo, B.1    Singh, S.2    Doucet, A.3
  • 14
    • 50149114724 scopus 로고    scopus 로고
    • The GM-PHD filter multiple target hacker
    • Quebec, QC, Canada, Jul
    • D. Clark, K. Panta, and VoBa-Ngu, "The GM-PHD filter multiple target hacker," in Proc. Int. Conf. Inf. Fusion, Quebec, QC, Canada, Jul. 2006, pp. 1-8.
    • (2006) Proc. Int. Conf. Inf. Fusion , pp. 1-8
    • Clark, D.1    Panta, K.2    Ngu, V.3
  • 15
    • 34548181813 scopus 로고    scopus 로고
    • Novel data association schemes for the probability hypothesis density filter
    • May
    • K. Panta, B.-N. Vo, and S. Singh, "Novel data association schemes for the probability hypothesis density filter," IEEE Trans. Aerosp. Electron. Syst., vol. 43, no. 5, pp. 556-570, May 2007.
    • (2007) IEEE Trans. Aerosp. Electron. Syst , vol.43 , Issue.5 , pp. 556-570
    • Panta, K.1    Vo, B.-N.2    Singh, S.3
  • 16
    • 33747343251 scopus 로고    scopus 로고
    • The Gaussian mixture probability hypothesis density filter
    • Dec
    • B.-N. Vo and W.-K. Ma, "The Gaussian mixture probability hypothesis density filter," IEEE Trans. Signal Process., vol. 54, no. 12, pp. 4091-4104, Dec. 2006.
    • (2006) IEEE Trans. Signal Process , vol.54 , Issue.12 , pp. 4091-4104
    • Vo, B.-N.1    Ma, W.-K.2
  • 17
    • 39649086093 scopus 로고    scopus 로고
    • A Gaussian mixture PHD filter for nonlinear jump Markov models
    • B.-N. Vo, A. Pasha, and H. D. Tuan, "A Gaussian mixture PHD filter for nonlinear jump Markov models," in Proc. IEEE Conf. Decision Control, 2006, pp. 3162-3167.
    • (2006) Proc. IEEE Conf. Decision Control , pp. 3162-3167
    • Vo, B.-N.1    Pasha, A.2    Tuan, H.D.3
  • 20
    • 12744280997 scopus 로고    scopus 로고
    • Tracking of feature points in image sequence by SMC implementation of PHD filter
    • Sapporo, Japan, Aug
    • N. Ikoma, T. Uchino, and H. Maeda, "Tracking of feature points in image sequence by SMC implementation of PHD filter," in Proc. SICE Annual Conf., Sapporo, Japan, Aug. 2004, vol. 2, pp. 1696-1701.
    • (2004) Proc. SICE Annual Conf , vol.2 , pp. 1696-1701
    • Ikoma, N.1    Uchino, T.2    Maeda, H.3
  • 21
    • 34147189525 scopus 로고    scopus 로고
    • Tracking a variable number of human groups in video using probability hypothesis density
    • Hong Kong, China, Aug
    • Y. Wang, J. Wu, A. Kassim, and W. Huang, "Tracking a variable number of human groups in video using probability hypothesis density," in Proc. IEEE Int. Conf. Pattern Recognit., Hong Kong, China, Aug. 2006, pp. 1127-1130.
    • (2006) Proc. IEEE Int. Conf. Pattern Recognit , pp. 1127-1130
    • Wang, Y.1    Wu, J.2    Kassim, A.3    Huang, W.4
  • 22
    • 34547542490 scopus 로고    scopus 로고
    • E. Maggio, E. Piccardo, C .Regazzoni, and A. Cavallaro, Particle PHD filtering for multi-target visual hacking, in Proc. IEEE Int. Conf. Acoust., Speech, Signal Process., 2007, 1, pp. 1101-1104.
    • E. Maggio, E. Piccardo, C .Regazzoni, and A. Cavallaro, "Particle PHD filtering for multi-target visual hacking," in Proc. IEEE Int. Conf. Acoust., Speech, Signal Process., 2007, vol. 1, pp. 1101-1104.
  • 23
    • 4043060815 scopus 로고    scopus 로고
    • Interaction between high-level and low-level image analysis for semantic video object extraction
    • Jun
    • A. Cavallaro and T. Ebrahimi, "Interaction between high-level and low-level image analysis for semantic video object extraction," EURASIP J. Appl. Signal Pmcess., vol. 6, pp. 786-797, Jun. 2004.
    • (2004) EURASIP J. Appl. Signal Pmcess , vol.6 , pp. 786-797
    • Cavallaro, A.1    Ebrahimi, T.2
  • 24
    • 2142812371 scopus 로고    scopus 로고
    • Robust real-time face detection
    • May
    • P. Viola and M. J. Jones, "Robust real-time face detection," Int. J. Comput. Vis., vol. 57, no. 2, pp. 137-154, May 2004.
    • (2004) Int. J. Comput. Vis , vol.57 , Issue.2 , pp. 137-154
    • Viola, P.1    Jones, M.J.2
  • 25
    • 0018689571 scopus 로고
    • An algorithm, for hacking multiple targets
    • Aug
    • D. Reid, "An algorithm, for hacking multiple targets," IEEE Trans. Automat. Control, vol. 24, no. 8, pp. 843-854, Aug. 1979.
    • (1979) IEEE Trans. Automat. Control , vol.24 , Issue.8 , pp. 843-854
    • Reid, D.1
  • 26
    • 0001009871 scopus 로고
    • 2.5 algorithm for maximum matchings in bipartite graphs
    • Dec
    • 2.5 algorithm for maximum matchings in bipartite graphs," SIAM J. Computing, vol. 2, no. 4, pp. 225-230, Dec. 1973.
    • (1973) SIAM J. Computing , vol.2 , Issue.4 , pp. 225-230
    • Hopcroft, J.1    Karp, R.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.