Empirical investigations on Dempster-Shafer reasoning system in attribute fusion

被引:0
|
作者
Silvennoinen, T [1 ]
Korpisaari, P [1 ]
Saarinen, J [1 ]
机构
[1] Tampere Univ Technol, Digital & Comp Syst Lab, FIN-33101 Tampere, Finland
来源
SENSOR FUSION: ARCHITECTURES, ALGORITHMS, AND APPLICATIONS IV | 2000年 / 4051卷
关键词
D O I
10.1117/12.381637
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The tracking system with Dempster-Shafer attribute association algorithm is studied. The aim of the paper is to study how the different parameters affect to the association accuracy. The results show that the proposed Dempster-Shafer attribute association algorithm is robust for parameter variations and thus for modelling errors. The simulations are done according to synthesized data.
引用
收藏
页码:247 / 254
页数:8
相关论文
共 50 条
  • [21] Dempster-Shafer Fusion of Evidential Pairwise Markov Chains
    Boudaren, Mohamed El Yazid
    Pieczynski, Wojciech
    IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2016, 24 (06) : 1598 - 1610
  • [22] Dempster-Shafer Fusion of Context Sources for Pedestrian Recognition
    Szczot, Magdalena
    Loehlein, Otto
    Palm, Guenther
    BELIEF FUNCTIONS: THEORY AND APPLICATIONS, 2012, 164 : 319 - +
  • [23] Structured Saliency Fusion Based on Dempster-Shafer Theory
    Wei, Xingxing
    Tao, Zhiqiang
    Zhang, Changqing
    Cao, Xiaochun
    IEEE SIGNAL PROCESSING LETTERS, 2015, 22 (09) : 1345 - 1349
  • [24] Dempster-Shafer fusion of evidential pairwise Markov fields
    Boudaren, Mohamed El Yazid
    An, Lin
    Pieczynski, Wojciech
    INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, 2016, 74 : 13 - 29
  • [25] Fuzzy Dempster-Shafer reasoning for rule-based classifiers
    Binaghi, E
    Madella, P
    INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 1999, 14 (06) : 559 - 583
  • [26] Integrated Data Fusion Using Dempster-Shafer Theory
    Zhang, Yang
    Zeng, Qing-An
    Liu, Yun
    Shen, Bo
    2015 FIRST INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE THEORY, SYSTEMS AND APPLICATIONS (CCITSA 2015), 2015, : 98 - 103
  • [27] A Dempster-Shafer fusion architecture for the incremental mapping paradigm
    Delafosse, Melanie
    Delahoche, Laurent
    Clerentin, Arnaud
    Ricquebourg, Vincent
    Jolly-Desodt, Anne-Marie
    2007 PROCEEDINGS OF THE 10TH INTERNATIONAL CONFERENCE ON INFORMATION FUSION, VOLS 1-4, 2007, : 476 - +
  • [28] Uncertainty reasoning for the Semantic Web based on Dempster-Shafer model
    Karanikola, Loukia
    Karali, Isambo
    McClean, Sally
    2013 FOURTH INTERNATIONAL CONFERENCE ON INFORMATION, INTELLIGENCE, SYSTEMS AND APPLICATIONS (IISA 2013), 2013, : 147 - 150
  • [29] The Dempster-Shafer Theory is Uesd in the System of SINS
    Zhang, Henghao
    Meng, Xiuyun
    Liu, Zaozhen
    MATERIALS SCIENCE AND INFORMATION TECHNOLOGY, PTS 1-8, 2012, 433-440 : 7017 - 7023
  • [30] Evaluation and Comparison of Dempster-Shafer, Weighted Dempster-Shafer and Probability Techniques in Decision Making
    Straub, Jeremy
    FOURTH INTERNATIONAL CONFERENCE ON MACHINE VISION (ICMV 2011): COMPUTER VISION AND IMAGE ANALYSIS: PATTERN RECOGNITION AND BASIC TECHNOLOGIES, 2012, 8350