DocumentCode
2872065
Title
Comparison of some multiple expert strategies: an investigation of resource prerequisites and achievable performance
Author
Rahman, A.F.R. ; Fairhurst, M.C.
Author_Institution
Kent Univ., Canterbury, UK
Volume
4
fYear
2000
fDate
2000
Firstpage
841
Abstract
Implementation of various multiple expert decision combination approaches for recognition of machine printed characters involves costs in terms of number of processing elements and the overall layout of the decision fusion hierarchy. The paper investigates the relationship between the implementation cost and the performance achieved by these approaches. Seven different multiple expert decision combination approaches have been investigated in terms of this cost versus performance profile
Keywords
character recognition; decision theory; multilayer perceptrons; pattern classification; achievable performance; decision fusion hierarchy; machine printed characters; multiple expert decision combination approaches; multiple expert strategies; processing elements; resource prerequisites; Character recognition; Costs; Databases; Frequency; Logic; Multilayer perceptrons; Neural networks; Probability distribution; Sampling methods; Voting;
fLanguage
English
Publisher
ieee
Conference_Titel
Pattern Recognition, 2000. Proceedings. 15th International Conference on
Conference_Location
Barcelona
ISSN
1051-4651
Print_ISBN
0-7695-0750-6
Type
conf
DOI
10.1109/ICPR.2000.903048
Filename
903048
Link To Document