Title
Research of the Reliability Coefficient in Information Fusion
Abstract
The high quality of the information source can improve the accuracy of target recognition when data is fused via multi-information sources. In this paper, it proposes a new method to determine the reliability coefficient of the information source by information criterion. With calculating the reliabilities of information sources, the more reliable source would be used in the combination process to improve the recognition rate. The experiment results prove that the better results will be obtained with the reliability coefficient to choose the source in information fusion.
Year
DOI
Venue
2009
10.1109/ICSAP.2009.26
ICSAP
Keywords
Field
DocType
Informaion source,Information fusion,Reliability coefficient,Target recognition
Histogram,Object detection,Data mining,Reliability (statistics),Pattern recognition,Computer science,Sensor fusion,Artificial intelligence,Information fusion,Probability density function,Reliability theory
Conference
Volume
Issue
Citations 
null
null
1
PageRank 
References 
Authors
0.37
1
6
Name
Order
Citations
PageRank
Xia Fei110.37
Hao Zhang29715.19
Daogang Peng379.36
Hui Li418174.54
Xu Longhu520.77
Ling Yang610.37