DocumentCode
2579473
Title
Data fusion for object classification
Author
Heading, A.J.R. ; Bedworth, M.D.
Author_Institution
Defence Research Agency, Great Malvern, UK
fYear
1991
fDate
13-16 Oct 1991
Firstpage
837
Abstract
Consideration is given to methods for integrating information from sensors with different modalities in order to give more accurate classifications. An examination is made of principled methods for structuring classifier modules and combining them into complete systems. The consequences of using particular mechanisms for the component transformations are analyzed and some illustrations are given
Keywords
pattern recognition; probability; signal processing; statistical analysis; classifier modules; component transformations; data fusion; modalities; object classification; pattern recognition; probability; Bayesian methods; Degradation; Entropy; Histograms; Internet; Medical diagnosis; Parameter estimation; Pattern recognition; Permission; Training data;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man, and Cybernetics, 1991. 'Decision Aiding for Complex Systems, Conference Proceedings., 1991 IEEE International Conference on
Conference_Location
Charlottesville, VA
Print_ISBN
0-7803-0233-8
Type
conf
DOI
10.1109/ICSMC.1991.169790
Filename
169790
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