메뉴 건너뛰기




Volumn 61, Issue 2, 2013, Pages 392-397

Visual tracking in background subtracted image sequences via multi-bernoulli filtering

Author keywords

Finite set statistics; multi Bernoulli filter; multi object filtering; random finite set; visual tracking

Indexed keywords

FINITE SET STATISTICS; MULTI-BERNOULLI FILTER; MULTI-OBJECT FILTERING; RANDOM FINITE SETS; VISUAL TRACKING;

EID: 84871756290     PISSN: 1053587X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSP.2012.2222389     Document Type: Article
Times cited : (145)

References (28)
  • 1
    • 36348968443 scopus 로고    scopus 로고
    • A multiple-hypothesis approach for multiobject visual tracking
    • DOI 10.1109/TIP.2007.906254
    • S.-W. Joo and R. Chellappa, "A multiple-hypothesis approach for mul-tiobject visual tracking," IEEE Trans. Image Process., vol. 16, no. 11, pp. 2849-2854, 2007. (Pubitemid 350141857)
    • (2007) IEEE Transactions on Image Processing , vol.16 , Issue.11 , pp. 2849-2854
    • Joo, S.-W.1    Chellappa, R.2
  • 2
    • 50549085962 scopus 로고    scopus 로고
    • Efficient multitarget visual tracking using random finite sets
    • E. Maggio, M. Taj, and A. Cavallaro, "Efficient multitarget visual tracking using random finite sets," IEEE Trans. Circuits Syst. Video Technol., vol. 18, no. 8, pp. 1016-1027, 2008.
    • IEEE Trans. Circuits Syst. Video Technol. , vol.18 , Issue.8 , pp. 1016-1027
    • Maggio, E.1    Taj, M.2    Cavallaro, A.3
  • 9
    • 35048849881 scopus 로고    scopus 로고
    • A boosted particle filter: Multitarget detection and tracking
    • K. Okuma, A. Taleghani, N. De Freitas, J. Little, and D. Lowe, "A boosted particle filter: Multitarget detection and tracking," in Proc. ECCV'04, 2004, vol. 3021, pp. 28-39.
    • (2004) Proc. ECCV'04 , vol.3021 , pp. 28-39
    • Okuma, K.1    Taleghani, A.2    De Freitas, N.3    Little, J.4    Lowe, D.5
  • 11
    • 34249107771 scopus 로고    scopus 로고
    • A particle filter for joint detection and tracking of color objects
    • DOI 10.1016/j.imavis.2006.07.027, PII S0262885606002940
    • J. Czyz, B. Ristic, and B. Macq, "A particle filter for joint detection and tracking of color objects," Image Vision Comput., vol. 25, no. 8, pp. 1271-1281, August 2007. (Pubitemid 46779018)
    • (2007) Image and Vision Computing , vol.25 , Issue.8 , pp. 1271-1281
    • Czyz, J.1    Ristic, B.2    Macq, B.3
  • 12
    • 1642401353 scopus 로고    scopus 로고
    • Multi-target Bayes filtering via first-order multi-target moments
    • R. Mahler, "Multi-target Bayes filtering via first-order multi-target moments," IEEE Trans. Aerosp. Electron. Syst., vol. 39, no. 4, pp. 1152-1178, 2003.
    • (2003) IEEE Trans. Aerosp. Electron. Syst. , vol.39 , Issue.4 , pp. 1152-1178
    • Mahler, R.1
  • 13
    • 34347379461 scopus 로고    scopus 로고
    • PHD filters of higher order in target number
    • DOI 10.1109/TAES.2007.4441756
    • R. Mahler, "PHD filters of higher order in target number," IEEE Trans. Aerosp. Electron. Syst., vol. 43, no. 3, pp. 1523-1543, 2007. (Pubitemid 351344373)
    • (2007) IEEE Transactions on Aerospace and Electronic Systems , vol.43 , Issue.4 , pp. 1523-1543
    • Mahler, R.1
  • 14
    • 77956742856 scopus 로고    scopus 로고
    • Joint detection and estimation of multiple objects from image observations
    • B.-N. Vo, B.-T. Vo, N.-T. Pham, and D. Suter, "Joint detection and estimation of multiple objects from image observations," IEEE Trans. Signal Process., vol. 58, no. 10, pp. 5129-5141, 2010.
    • (2010) IEEE Trans. Signal Process. , vol.58 , Issue.10 , pp. 5129-5141
    • Vo, B.-N.1    Vo, B.-T.2    Pham, N.-T.3    Suter, D.4
  • 15
    • 48849086769 scopus 로고    scopus 로고
    • A consistent metric for performance evaluation in multi-object filtering
    • D. Schuhmacher, B.-T. Vo, and B.-N. Vo, "A consistent metric for performance evaluation in multi-object filtering," IEEE Trans. Signal Process., vol. 56, no. 8, pp. 3447-3457, 2008.
    • (2008) IEEE Trans. Signal Process. , vol.56 , Issue.8 , pp. 3447-3457
    • Schuhmacher, D.1    Vo, B.-T.2    Vo, B.-N.3
  • 16
    • 27544460134 scopus 로고    scopus 로고
    • Sequential Monte Carlo methods for multi-target filtering with random finite sets
    • DOI 10.1109/TAES.2005.1561884
    • B.-N. Vo, S. Singh, and A. Doucet, "Sequential Monte Carlo methods for multi-target filtering with random finite sets," IEEE Tran. Aerosp. Electr. Syst., vol. 41, no. 4, pp. 1224-1245, 2005. (Pubitemid 43033914)
    • (2005) IEEE Transactions on Aerospace and Electronic Systems , vol.41 , Issue.4 , pp. 1224-1245
    • Vo, B.-N.1    Singh, S.2    Doucet, A.3
  • 17
    • 33747343251 scopus 로고    scopus 로고
    • The Gaussian mixture probability hypothesis density filter
    • DOI 10.1109/TSP.2006.881190
    • B.-N. Vo and W.-K. Ma, "The Gaussian mixture probability hypothesis density filter," IEEE Trans. Signal Process., vol. 54, no. 11, pp. 4091-4104, 2006. (Pubitemid 44637744)
    • (2006) IEEE Transactions on Signal Processing , vol.54 , Issue.11 , pp. 4091-4104
    • Vo, B.-N.1    Ma, W.-K.2
  • 18
    • 34347399281 scopus 로고    scopus 로고
    • Analytic implementations of the cardinalized probability hypothesis density filter
    • DOI 10.1109/TSP.2007.894241
    • B.-T. Vo, B.-N. Vo, and A. Cantoni, "Analytic implementations of the cardinalized probability hypothesis density filter," IEEE Trans. Signal Process., vol. 55, no. 7, pp. 3553-3567, 2007. (Pubitemid 47018838)
    • (2007) IEEE Transactions on Signal Processing , vol.55 , Issue.7 II , pp. 3553-3567
    • Vo, B.-T.1    Vo, B.-N.2    Cantoni, A.3
  • 19
    • 38149097875 scopus 로고    scopus 로고
    • Probability hypothesis density approach for multi-camera multi-object tracking
    • Tokyo, Japan, Nov.
    • N.-T. Pham, W. Huang, and S. Ong, "Probability hypothesis density approach for multi-camera multi-object tracking," in Proc. ACCV'07, Tokyo, Japan, Nov. 2007, vol. I, pp. 875-884.
    • (2007) Proc. ACCV'07 , vol.1 , pp. 875-884
    • Pham, N.-T.1    Huang, W.2    Ong, S.3
  • 20
    • 78049372454 scopus 로고    scopus 로고
    • Multi-object filtering from image sequence without detection
    • Dallas, TX, Mar.
    • R. Hoseinnezhad, B.-N. Vo, D. Suter, and B.-T. Vo, "Multi-object filtering from image sequence without detection," in Proc. ICASSP, Dallas, TX, Mar. 2010, pp. 1154-1157.
    • (2010) Proc. ICASSP , pp. 1154-1157
    • Hoseinnezhad, R.1    Vo, B.-N.2    Suter, D.3    Vo, B.-T.4
  • 21
    • 84861793833 scopus 로고    scopus 로고
    • Visual tracking of numerous targets via multi-Bernoulli filtering of image data
    • R. Hoseinnezhad, B.-N. Vo, B.-T. Vo, and D. Suter, "Visual tracking of numerous targets via multi-Bernoulli filtering of image data," Pattern Recogn., vol. 45, no. 10, pp. 3625-3635, 2012.
    • (2012) Pattern Recogn. , vol.45 , Issue.10 , pp. 3625-3635
    • Hoseinnezhad, R.1    Vo, B.-N.2    Vo, B.-T.3    Suter, D.4
  • 22
    • 79958212803 scopus 로고    scopus 로고
    • Visual tracking of multiple targets by multi-Bernoulli filtering of background subtracted image data
    • Y. Tan, Ed., Chongqing, China, Jun. ser. 2
    • R. Hoseinnezhad, B.-N. Vo, and T. N. Vu, "Visual tracking of multiple targets by multi-Bernoulli filtering of background subtracted image data," in Proc. Int. Conf. Swarm Intell. (ICSI'2011), Lecture Notes in Comput. Sci. (LNCS), Y. Tan, Ed., Chongqing, China, Jun. 2011, vol. 6729, pp. 509-518, ser. 2.
    • (2011) Proc. Int. Conf. Swarm Intell. (ICSI'2011), Lecture Notes in Comput. Sci. (LNCS) , vol.6729 , pp. 509-518
    • Hoseinnezhad, R.1    Vo, B.-N.2    Vu, T.N.3
  • 24
    • 33645307063 scopus 로고    scopus 로고
    • Background and foreground modeling using nonparametric kernel density estimation for visual surveillance
    • DOI 10.1109/JPROC.2002.801448
    • A. Elgammal, R. Duraiswami, D. Harwood, and L. S. Davis, "Background and foreground modeling using nonparametric kernel density estimation for visual surveillance," Proc. IEEE, vol. 90, no. 7, pp. 1151-1162, 2002. (Pubitemid 43773332)
    • (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
  • 25
    • 45349101870 scopus 로고    scopus 로고
    • Sequential kernel density approximation and its application to real-time visual tracking
    • B. Han, D. Comaniciu, Y. Zhu, and L. S. Davis, "Sequential kernel density approximation and its application to real-time visual tracking," PAMI, vol. 30, no. 7, pp. 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
  • 27
    • 80051629740 scopus 로고    scopus 로고
    • Bayesian integration of audio and visual information for multi-target tracking using a CB-MeMBer filter
    • Prague, Czech Republic, May
    • R. Hoseinnezhad, B.-N. Vo, B.-T. Vo, and D. Suter, "Bayesian integration of audio and visual information for multi-target tracking using a CB-MeMBer filter," in Proc. ICASSP'2011, Prague, Czech Republic, May 2011, pp. 2300-2303.
    • (2011) Proc. ICASSP'2011 , pp. 2300-2303
    • Hoseinnezhad, R.1    Vo, B.-N.2    Vo, B.-T.3    Suter, D.4
  • 28
    • 33750499046 scopus 로고    scopus 로고
    • A consensus-based method for tracking: Modelling background scenario and foreground appearance
    • DOI 10.1016/j.patcog.2006.05.024, PII S0031320306002317
    • H. Wang and D. Suter, "A consensus-based method for tracking: Modelling background scenario and foreground appearance," Pattern Recogn., vol. 40, no. 3, pp. 1091-105, 2007. (Pubitemid 44667747)
    • (2007) Pattern Recognition , vol.40 , Issue.3 , pp. 1091-1105
    • Wang, H.1    Suter, D.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.