Fusion of imagery attributes with non-imaging sensor reports by truncated Dempster-Shafer evidential reasoning

被引:0
|
作者
Jouan, A [1 ]
Gagnon, L [1 ]
Shahbazian, E [1 ]
Valin, P [1 ]
机构
[1] Lockheed Martin Canada, Montreal, PQ H4P 1K6, Canada
关键词
imagery; identification; attribute; Dempster-Shafer; testbed;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper describes an on-going effort to perform data fusion of uncertain, incomplete or poor quality information coming from imaging and non-imaging sensors present on-board the CP-140 (Aurora) Canadian maritime patrol aircraft. An Adaptable Data Fusion Testbed (ADFT) has been constructed where simulated and real data can be analyzed by modular algorithms for Each of the main fusion functions and image interpretation algorithms in order to derive requirement specifications and help in the design phase towards fielding a real Data Fusion (DF) system.
引用
收藏
页码:549 / 556
页数:8
相关论文
共 50 条
  • [21] A Dempster-Shafer Sensor Fusion Approach for Traffic Incident Detection and Localization
    Mehrannia, Pouya
    Moghadam, Aida Arman
    Basir, Otman A.
    2018 21ST INTERNATIONAL CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS (ITSC), 2018, : 3911 - 3916
  • [22] Evidential Reasoning Using Extended Fuzzy Dempster-Shafer Theory for Handling Various Facets of Information Deficiency
    Aminravan, Farzad
    Sadiq, Rehan
    Hoorfar, Mina
    Rodriguez, Manuel J.
    Francisque, Alex
    Najjaran, Homayoun
    INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2011, 26 (08) : 731 - 758
  • [23] Fusion of ESM reports through Dempster-Shafer and Dezert-Smarandache theories
    Valin, Pierre
    Djiknavorian, Pascal
    Bosse, Eloi
    Grenier, Dominic
    MULTISENSOR, MULTISOURCE INFORMATION FUSION: ARCHITECTURES, ALGORITHMS, AND APPLICATIONS 2010, 2010, 7710
  • [24] Dempster-Shafer fusion based building change detection from satellite stereo imagery
    Tian, Jiaojiao
    Reinartz, Peter
    2014 17TH INTERNATIONAL CONFERENCE ON INFORMATION FUSION (FUSION), 2014,
  • [25] Qualitative model-based multisensor data fusion and parameter estimation using infinity-norm Dempster-Shafer evidential reasoning
    Reece, S
    SIGNAL PROCESSING, SENSOR FUSION, AND TARGET RECOGNITION VI, 1997, 3068 : 52 - 63
  • [26] Multi-sensors Data Fusion Algorithm of Improved Dempster-Shafer Evidence Reasoning
    Wang Ming-fang
    Zhu Ming-e
    Yu Shao-jun
    INTERNATIONAL CONFERENCE ON GRAPHIC AND IMAGE PROCESSING (ICGIP 2011), 2011, 8285
  • [27] Multiclass Flight Anomaly Detection Using Dempster-Shafer Theoretic Sensor Fusion
    Garcia, Ezequiel Juarez
    Beres, Szilard L.
    Mulvihill, Markus L.
    Stephens, Chad L.
    Napoli, Nicholas J.
    AIAA SCITECH 2024 FORUM, 2024,
  • [28] An Evidential Reliability Indicator-Based Fusion Rule for Dempster-Shafer Theory and Its Applications in Classification
    Xia, Jun
    Feng, Yuqiang
    Liu, Luning
    Liu, Dongjin
    Fei, Liguo
    IEEE ACCESS, 2018, 6 : 24912 - 24924
  • [29] Conflict Management in Multi-sensor Dempster-Shafer Fusion for Speed Limit Determination
    Daniel, Jeremie
    Lauffenburger, Jean-Philippe
    2011 IEEE INTELLIGENT VEHICLES SYMPOSIUM (IV), 2011, : 987 - 992
  • [30] Solving of multi-sensor data fusion problem by using Dempster-Shafer method
    Ning, Y.
    Tian, S.
    Ning, P.
    Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics, 2001, 23 (03): : 98 - 101