메뉴 건너뛰기




Volumn 6729 LNCS, Issue PART 2, 2011, Pages 509-518

Visual tracking of multiple targets by multi-Bernoulli filtering of background subtracted image data

Author keywords

Bayesian estimation; multi Bernoulli; multi target tracking; random finite sets; visual tracking

Indexed keywords

BAYESIAN ESTIMATIONS; MULTI-BERNOULLI; MULTI-TARGET TRACKING; RANDOM FINITE SETS; VISUAL TRACKING;

EID: 79958212803     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-21524-7_63     Document Type: Conference Paper
Times cited : (9)

References (21)
  • 1
    • 35048849881 scopus 로고    scopus 로고
    • A boosted particle filter: Multitarget detection and tracking
    • Pajdla, T., Matas, J(G.) (eds.) ECCV 2004. Springer, Heidelberg
    • Okuma, K., Taleghani, A., De Freitas, N., Little, J., Lowe, D.: A boosted particle filter: Multitarget detection and tracking. In: Pajdla, T., Matas, J(G.) (eds.) ECCV 2004. LNCS, vol. 3021, pp. 28-39. Springer, Heidelberg (2004)
    • (2004) LNCS , vol.3021 , pp. 28-39
    • Okuma, K.1    Taleghani, A.2    De Freitas, N.3    Little, J.4    Lowe, D.5
  • 2
    • 63249115959 scopus 로고    scopus 로고
    • Closed-world tracking of multiple interacting targets for indoor-sports applications
    • Kristan, M., Per, J., Pere, M., Kovacic, S.: Closed-world tracking of multiple interacting targets for indoor-sports applications. Computer Vision and Image Understanding 113(5), 598-611 (2009)
    • (2009) Computer Vision and Image Understanding , vol.113 , Issue.5 , pp. 598-611
    • Kristan, M.1    Per, J.2    Pere, M.3    Kovacic, S.4
  • 3
    • 50649118272 scopus 로고    scopus 로고
    • Game-theoretic multiple target tracking
    • Rio de Janeiro, Brazil
    • Yang, M., Yu, T., Wu, Y.: Game-theoretic multiple target tracking. In: ICCV 2007, Rio de Janeiro, Brazil (2007), http://dx.doi.org/10.1109/ICCV.2007. 4408942
    • (2007) ICCV 2007
    • Yang, M.1    Yu, T.2    Wu, Y.3
  • 4
    • 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(2), 247-266 (2007)
    • (2007) IJCV , vol.75 , Issue.2 , pp. 247-266
    • Wu, B.1    Nevatia, R.2
  • 5
    • 45349088897 scopus 로고    scopus 로고
    • Segmentation and tracking of multiple humans in crowded environments
    • Zhao, T., Nevatia, R., Wu, B.: Segmentation and tracking of multiple humans in crowded environments. PAMI 30(7), 1198-1211 (2008)
    • (2008) PAMI , vol.30 , Issue.7 , pp. 1198-1211
    • Zhao, T.1    Nevatia, R.2    Wu, B.3
  • 7
    • 43049088785 scopus 로고    scopus 로고
    • Tracking multiple objects through occlusion with online sampling and position estimation
    • Zhu, L., Zhou, J., Song, J.: Tracking multiple objects through occlusion with online sampling and position estimation. Pattern Recognition 41(8), 2447-2460 (2008)
    • (2008) Pattern Recognition , vol.41 , Issue.8 , pp. 2447-2460
    • Zhu, L.1    Zhou, J.2    Song, J.3
  • 9
    • 58549107369 scopus 로고    scopus 로고
    • Multiple target tracking with lazy background subtraction and connected components analysis
    • Abbott, R., Williams, L.: Multiple target tracking with lazy background subtraction and connected components analysis. Machine Vision and Applications 20(2), 93-101 (2009)
    • (2009) Machine Vision and Applications , vol.20 , Issue.2 , pp. 93-101
    • Abbott, R.1    Williams, L.2
  • 10
    • 70449368390 scopus 로고    scopus 로고
    • Bayesian multi-object estimation from image observations
    • Seatle, Washington
    • Vo, B.N., Vo, B.T., Pham, N.T., Suter, D.: Bayesian multi-object estimation from image observations. In: Fusion 2009, Seatle, Washington, pp. 890-898 (2009)
    • (2009) Fusion 2009 , pp. 890-898
    • Vo, B.N.1    Vo, B.T.2    Pham, N.T.3    Suter, D.4
  • 11
    • 78049372454 scopus 로고    scopus 로고
    • Multi-object filtering from image sequence without detection
    • Dallas, TX
    • Hoseinnezhad, R., Vo, B.N., Suter, D., Vo, B.T.: Multi-object filtering from image sequence without detection. In: ICASSP, Dallas, TX, pp. 1154-1157 (2010)
    • (2010) ICASSP , pp. 1154-1157
    • Hoseinnezhad, R.1    Vo, B.N.2    Suter, D.3    Vo, B.T.4
  • 12
    • 1642401353 scopus 로고    scopus 로고
    • Multi-target bayes filtering via first-order multi-target moments
    • Mahler, R.: Multi-target bayes filtering via first-order multi-target moments. IEEE Trans. Aerospace & Electronic Systems 39(4), 1152-1178 (2003)
    • (2003) IEEE Trans. Aerospace & Electronic Systems , vol.39 , Issue.4 , pp. 1152-1178
    • Mahler, R.1
  • 14
    • 27544460134 scopus 로고    scopus 로고
    • Sequential Monte Carlo methods for multi-target filtering with random finite sets
    • Vo, B.N., Singh, S., Doucet, A.: Sequential Monte Carlo methods for multi-target filtering with random finite sets. IEEE Tran. AES 41(4), 1224-1245 (2005)
    • (2005) IEEE Tran. AES , vol.41 , Issue.4 , pp. 1224-1245
    • Vo, B.N.1    Singh, S.2    Doucet, A.3
  • 15
    • 33747343251 scopus 로고    scopus 로고
    • The Gaussian mixture probability hypothesis density filter
    • Vo, B.N., Ma, W.K.: The Gaussian mixture probability hypothesis density filter. IEEE Trans. Signal Proc. 54(11), 4091-4104 (2006)
    • (2006) IEEE Trans. Signal Proc. , vol.54 , Issue.11 , pp. 4091-4104
    • Vo, B.N.1    Ma, W.K.2
  • 16
    • 34347379461 scopus 로고    scopus 로고
    • Phd filters of higher order in target number
    • Mahler, R.: Phd filters of higher order in target number. IEEE Trans. Aerospace & Electronic Systems 43(4), 1523-1543 (2007)
    • (2007) IEEE Trans. Aerospace & Electronic Systems , vol.43 , Issue.4 , pp. 1523-1543
    • Mahler, R.1
  • 17
    • 34347399281 scopus 로고    scopus 로고
    • Analytic implementations of the Cardinalized Probability Hypothesis Density filter
    • Vo, B.T., Vo, B.N., Cantoni, A.: Analytic implementations of the Cardinalized Probability Hypothesis Density filter. IEEE Trans. Signal Processing 55(7), 3553-3567 (2007)
    • (2007) IEEE Trans. Signal Processing , vol.55 , Issue.7 , pp. 3553-3567
    • Vo, B.T.1    Vo, B.N.2    Cantoni, A.3
  • 19
    • 33645307063 scopus 로고    scopus 로고
    • Background and fore-ground modeling using nonparametric kernel density estimation for visual surveillance
    • Elgammal, A., Duraiswami, R., Harwood, D., Davis, L.S.: Background and fore-ground modeling using nonparametric kernel density estimation for visual surveillance. Proceedings of the IEEE 90(7), 1151-1162 (2002)
    • (2002) Proceedings of the IEEE , vol.90 , Issue.7 , pp. 1151-1162
    • Elgammal, A.1    Duraiswami, R.2    Harwood, D.3    Davis, L.S.4
  • 20
    • 45349101870 scopus 로고    scopus 로고
    • Sequential kernel density approximation and its application to real-time visual tracking
    • Han, B., Comaniciu, D., Zhu, Y., Davis, L.S.: Sequential kernel density approximation and its application to real-time visual tracking. PAMI 30(7), 1186-1197 (2008)
    • (2008) PAMI , vol.30 , Issue.7 , pp. 1186-1197
    • Han, B.1    Comaniciu, D.2    Zhu, Y.3    Davis, L.S.4
  • 21
    • 60549097539 scopus 로고    scopus 로고
    • The cardinality balanced multi-target multi-Bernoulli filter and its implementations
    • Vo, B.T., Vo, B.N., Cantoni, A.: The cardinality balanced multi-target multi-Bernoulli filter and its implementations. IEEE Transactions on Signal Processing 57(2), 409-423 (2009)
    • (2009) IEEE Transactions on Signal Processing , vol.57 , Issue.2 , pp. 409-423
    • Vo, B.T.1    Vo, B.N.2    Cantoni, A.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.