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Volumn 51, Issue 4, 2010, Pages 410-428

Hierarchical and conditional combination of belief functions induced by visual tracking

Author keywords

Combination rules; Dempster Shafer theory; Visual tracking

Indexed keywords

COMBINATION OF BELIEF FUNCTIONS; COMBINATION RULES; CONTEXTUAL INFORMATION; DEMPSTER-SHAFER; DEMPSTER-SHAFER THEORY; MASS FUNCTIONS; PARTICLE FILTER; SUB-PROBLEMS; VISUAL TRACKING;

EID: 76049114914     PISSN: 0888613X     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ijar.2009.12.001     Document Type: Article
Times cited : (26)

References (44)
  • 2
    • 34249784545 scopus 로고    scopus 로고
    • Particle filtering for multisensor data fusion with switching observation models: applications to land vehicle positioning
    • Caron F., Davy M., Duflos E., and Vanheeghe P. Particle filtering for multisensor data fusion with switching observation models: applications to land vehicle positioning. IEEE Transactions on Signal Processing 55 6 (2007) 2703-2719
    • (2007) IEEE Transactions on Signal Processing , vol.55 , Issue.6 , pp. 2703-2719
    • Caron, F.1    Davy, M.2    Duflos, E.3    Vanheeghe, P.4
  • 4
    • 0029307876 scopus 로고
    • A k-nearest neighbour classification rule based on Dempster-Shafer theory
    • Denoeux T. A k-nearest neighbour classification rule based on Dempster-Shafer theory. IEEE Transactions on Systems Man and Cybernetics 25 5 (1995) 804-813
    • (1995) IEEE Transactions on Systems Man and Cybernetics , vol.25 , Issue.5 , pp. 804-813
    • Denoeux, T.1
  • 6
    • 37149055072 scopus 로고    scopus 로고
    • Conjunctive and disjunctive combination of belief functions induced by non-distinct bodies of evidence
    • Denoeux T. Conjunctive and disjunctive combination of belief functions induced by non-distinct bodies of evidence. Artificial Intelligence 172 2-3 (2008) 234-264
    • (2008) Artificial Intelligence , vol.172 , Issue.2-3 , pp. 234-264
    • Denoeux, T.1
  • 7
    • 33947108026 scopus 로고    scopus 로고
    • Classification using belief functions: the relationship between the case-based and model-based approaches
    • Denoeux T., and Smets P. Classification using belief functions: the relationship between the case-based and model-based approaches. IEEE Transactions on Systems, Man and Cybernetics B 36 6 (2006) 1395-1406
    • (2006) IEEE Transactions on Systems, Man and Cybernetics B , vol.36 , Issue.6 , pp. 1395-1406
    • Denoeux, T.1    Smets, P.2
  • 8
    • 84963165563 scopus 로고
    • A set-theoretic view of belief functions: logical operations and approximations by fuzzy sets
    • Dubois D., and Prade H. A set-theoretic view of belief functions: logical operations and approximations by fuzzy sets. International Journal of General Systems 12 3 (1986) 193-226
    • (1986) International Journal of General Systems , vol.12 , Issue.3 , pp. 193-226
    • Dubois, D.1    Prade, H.2
  • 9
    • 84990553605 scopus 로고
    • Representation and combination of uncertainty with belief functions and possibility measures
    • Dubois D., and Prade H. Representation and combination of uncertainty with belief functions and possibility measures. Computational Intelligence 4 (1988) 244-264
    • (1988) Computational Intelligence , vol.4 , pp. 244-264
    • Dubois, D.1    Prade, H.2
  • 12
    • 55649115986 scopus 로고    scopus 로고
    • Hierarchical fusion of expert opinion in the transferable belief model, application to climate sensitivity
    • Ha-Duong M. Hierarchical fusion of expert opinion in the transferable belief model, application to climate sensitivity. International Journal of Approximate Reasoning 49 (2008) 555-574
    • (2008) International Journal of Approximate Reasoning , vol.49 , pp. 555-574
    • Ha-Duong, M.1
  • 13
    • 0026171299 scopus 로고
    • Interdependence between safety-control policy and multiple-sensor schemes via Dempster-Shafer theory
    • Inagaki T. Interdependence between safety-control policy and multiple-sensor schemes via Dempster-Shafer theory. IEEE Transactions on Reliability 40 2 (1991) 182-188
    • (1991) IEEE Transactions on Reliability , vol.40 , Issue.2 , pp. 182-188
    • Inagaki, T.1
  • 14
    • 0032136153 scopus 로고    scopus 로고
    • Condensation-conditional density propagation for visual tracking
    • Isard M., and Blake A. Condensation-conditional density propagation for visual tracking. International Journal of Computer Vision 29 1 (1998) 5-28
    • (1998) International Journal of Computer Vision , vol.29 , Issue.1 , pp. 5-28
    • Isard, M.1    Blake, A.2
  • 15
  • 19
  • 21
    • 50149120946 scopus 로고    scopus 로고
    • Toward a combination rule to deal with partial conflict and specificity in belief functions theory
    • Quebec Canada, 9-12 July
    • A. Martin, C. Osswald, Toward a combination rule to deal with partial conflict and specificity in belief functions theory, in: International Conference on Information Fusion (FUSION'07), Quebec (Canada), 9-12 July 2007, pp. 1-8.
    • (2007) International Conference on Information Fusion (FUSION'07) , pp. 1-8
    • Martin, A.1    Osswald, C.2
  • 23
    • 39749138782 scopus 로고    scopus 로고
    • Refined modeling of sensor reliability in the belief function framework using contextual discounting
    • Mercier D., Quost B., and Denoeux T. Refined modeling of sensor reliability in the belief function framework using contextual discounting. Information Fusion 9 2 (2008) 246-258
    • (2008) Information Fusion , vol.9 , Issue.2 , pp. 246-258
    • Mercier, D.1    Quost, B.2    Denoeux, T.3
  • 25
    • 0033728781 scopus 로고    scopus 로고
    • Combining belief functions with evidence conflicts
    • Murphy C.K. Combining belief functions with evidence conflicts. Decision Support Systems 29 (2000) 1-9
    • (2000) Decision Support Systems , vol.29 , pp. 1-9
    • Murphy, C.K.1
  • 27
    • 13344250690 scopus 로고    scopus 로고
    • Data fusion for visual tracking with particles
    • P. Perez, J. Vermaak, A. Blake, Data fusion for visual tracking with particles. Proceedings of the IEEE 92(3) (2004) 495-513.
    • (2004) Proceedings of the IEEE , vol.92 , Issue.3 , pp. 495-513
    • Perez, P.1    Vermaak, J.2    Blake, A.3
  • 32
    • 0041675012 scopus 로고    scopus 로고
    • Combination of evidence in Dempster-Shafer theory, Technical Report
    • K. Sentz, S. Ferson, Combination of evidence in Dempster-Shafer theory, Technical Report, SANDIA Tech. Report, 2002.
    • (2002) SANDIA Tech. Report
    • Sentz, K.1    Ferson, S.2
  • 35
    • 33847118191 scopus 로고    scopus 로고
    • Information fusion based on new proportional conflict redistribution rules
    • Philadelphia USA, 25-29 July
    • F. Smarandache, J. Dezert, Information fusion based on new proportional conflict redistribution rules, in: International Conference on Information Fusion (FUSION'05), Philadelphia (USA), 25-29 July 2005, pp. 1-8.
    • (2005) International Conference on Information Fusion (FUSION'05) , pp. 1-8
    • Smarandache, F.1    Dezert, J.2
  • 38
    • 84947764442 scopus 로고    scopus 로고
    • The alpha-junctions: Combination operators applicable to belief functions
    • First International Joint Conference on Qualitative and Quantitative Practical Reasoning
    • P. Smets, The alpha-junctions: combination operators applicable to belief functions, in: First International Joint Conference on Qualitative and Quantitative Practical Reasoning, LNCS, vol. 1244, 1997, pp. 131-153.
    • (1997) LNCS , vol.1244 , pp. 131-153
    • Smets, P.1
  • 39
    • 34249314710 scopus 로고    scopus 로고
    • Analyzing the combination of conflicting belief functions
    • Smets P. Analyzing the combination of conflicting belief functions. Information Fusion 8 (2006) 387-412
    • (2006) Information Fusion , vol.8 , pp. 387-412
    • Smets, P.1
  • 40
    • 33751023755 scopus 로고    scopus 로고
    • Kalman filter and joint tracking and classification based on belief functions in the TBM framework
    • Smets P., and Ristic B. Kalman filter and joint tracking and classification based on belief functions in the TBM framework. Information Fusion 8 (2007) 16-27
    • (2007) Information Fusion , vol.8 , pp. 16-27
    • Smets, P.1    Ristic, B.2
  • 41
    • 37849023114 scopus 로고    scopus 로고
    • A sequential Monte Carlo and DSmT based approach for conflict handling in case of multiple targets tracking
    • Sun Y., and Bentadet L. A sequential Monte Carlo and DSmT based approach for conflict handling in case of multiple targets tracking. Lecture Notes in Computer Science 4633 (2007) 526-537
    • (2007) Lecture Notes in Computer Science , vol.4633 , pp. 526-537
    • Sun, Y.1    Bentadet, L.2
  • 42
    • 0023311178 scopus 로고
    • On the Dempster-Shafer framework and new combination rules
    • Yager R. On the Dempster-Shafer framework and new combination rules. Information Sciences 41 (1987) 93-138
    • (1987) Information Sciences , vol.41 , pp. 93-138
    • Yager, R.1
  • 43
    • 0023105382 scopus 로고
    • Quasi-associative operations in the combination of evidence
    • Yager R. Quasi-associative operations in the combination of evidence. Kybernetes 16 (1987) 37-41
    • (1987) Kybernetes , vol.16 , pp. 37-41
    • Yager, R.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.