메뉴 건너뛰기




Volumn , Issue , 2010, Pages

Data association by loopy belief propagation

Author keywords

Data association; Graphical models; JPDA; Loopy belief propagation; Multi dimensional assignment

Indexed keywords

POLYNOMIAL APPROXIMATION;

EID: 79952394072     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/icif.2010.5711833     Document Type: Conference Paper
Times cited : (28)

References (23)
  • 3
    • 33646047711 scopus 로고    scopus 로고
    • Data association based on optimization in graphical models with application to sensor networks
    • L. Chen, M. J. Wainwright, M. Çetin, and A. S. Willsky, "Data association based on optimization in graphical models with application to sensor networks," Mathematical and Computer Modelling, vol. 43, no. 9-10, pp. 1114-1135, 2006.
    • (2006) Mathematical and Computer Modelling , vol.43 , Issue.9-10 , pp. 1114-1135
    • Chen, L.1    Wainwright, M.J.2    Çetin, M.3    Willsky, A.S.4
  • 4
    • 0021455646 scopus 로고
    • JOINT PROBABILISTIC DATA ASSOCIATION FOR MULTITARGET TRACKING WITH POSSIBLY UNRESOLVED MEASUREMENTS AND MANEUVERS.
    • K.-C. Chang and Y. Bar-Shalom, "Joint probabilistic data association for multitarget tracking with possibly unresolved measurements and maneuvers," IEEE Transactions on Automatic Control, vol. 29, no. 7, pp. 585-594, July 1984. (Pubitemid 14608329)
    • (1984) IEEE Transactions on Automatic Control , vol.AC-29 , Issue.7 , pp. 585-594
    • Chang Kuo-Chu1    Bar-Shalom Yaakov2
  • 5
    • 33646061635 scopus 로고    scopus 로고
    • Some assignment problems arising from multiple target tracking
    • A. B. Poore and S. Gadaleta, "Some assignment problems arising from multiple target tracking," Mathematical and Computer Modelling, vol. 43, no. 9-10, pp. 1074-1091, 2006.
    • (2006) Mathematical and Computer Modelling , vol.43 , Issue.9-10 , pp. 1074-1091
    • Poore, A.B.1    Gadaleta, S.2
  • 9
    • 4043129651 scopus 로고    scopus 로고
    • Graphical Models
    • DOI 10.1214/088342304000000026, Bayes Then and Now
    • M. I. Jordan, "Graphical models," Statistical Science, vol. 19, no. 1, pp. 140-155, 2004. (Pubitemid 39056883)
    • (2004) Statistical Science , vol.19 , Issue.1 , pp. 140-155
    • Jordan, M.I.1
  • 11
    • 85024429815 scopus 로고
    • A new approach to linear filtering and prediction problems
    • R. E. Kalman, "A new approach to linear filtering and prediction problems," Transactions of the ASME Journal of Basic Engineering, vol. 82, no. Series D, pp. 35- 45, 1960.
    • (1960) Transactions of the ASME Journal of Basic Engineering , vol.82 , Issue.SERIES D , pp. 35-45
    • Kalman, R.E.1
  • 12
    • 0024610919 scopus 로고
    • A tutorial on hidden Markov models and selected applications in speech recognition
    • Feb
    • L. Rabiner, "A tutorial on hidden Markov models and selected applications in speech recognition," Proceedings of the IEEE, vol. 77, no. 2, pp. 257-286, Feb 1989.
    • (1989) Proceedings of the IEEE , vol.77 , Issue.2 , pp. 257-286
    • Rabiner, L.1
  • 13
    • 0035246564 scopus 로고    scopus 로고
    • Factor graphs and the sum-product algorithm
    • DOI 10.1109/18.910572, PII S0018944801007210
    • F. Kschischang, B. Frey, and H.-A. Loeliger, "Factor graphs and the sum-product algorithm," IEEE Transactions on Information Theory, vol. 47, no. 2, pp. 498- 519, Feb 2001. (Pubitemid 32318087)
    • (2001) IEEE Transactions on Information Theory , vol.47 , Issue.2 , pp. 498-519
    • Kschischang, F.R.1    Frey, B.J.2    Loeliger, H.-A.3
  • 16
    • 0016552254 scopus 로고
    • Tracking in a cluttered environment with probabilistic data association
    • Y. Bar-Shalom and E. Tse, "Tracking in a cluttered environment with probabilistic data association," Automatica, vol. 11, no. 5, pp. 451 - 460, 1975.
    • (1975) Automatica , vol.11 , Issue.5 , pp. 451-460
    • Bar-Shalom, Y.1    Tse, E.2
  • 20
    • 40949159794 scopus 로고    scopus 로고
    • Max-product for maximum weight matching: Convergence, correctness, and LP duality
    • DOI 10.1109/TIT.2007.915695
    • M. Bayati, D. Shah, and M. Sharma, "Max-product for maximum weight matching: Convergence, correctness, and LP duality," IEEE Transactions on Information Theory, vol. 54, no. 3, pp. 1241-1251, March 2008. (Pubitemid 351410929)
    • (2008) IEEE Transactions on Information Theory , vol.54 , Issue.3 , pp. 1241-1251
    • Bayati, M.1    Shah, D.2    Sharma, M.3
  • 23
    • 65749118363 scopus 로고    scopus 로고
    • Graphical models, exponential families, and variational inference
    • M. J. Wainwright and M. I. Jordan, "Graphical models, exponential families, and variational inference," Foundations and Trends in Machine Learning, vol. 1, no. 1-2, pp. 1-305, 2008.
    • (2008) Foundations and Trends in Machine Learning , vol.1 , Issue.1-2 , pp. 1-305
    • Wainwright, M.J.1    Jordan, M.I.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.