Title :
Suboptimal Sequential Decision Schemes With On-Line Feature Ordering
Author :
Hussain, A.B.Shahidul ; Donaldson, Robert W.
Author_Institution :
Bell-Northern Research Laboratory
fDate :
6/1/1974 12:00:00 AM
Abstract :
Sequential decision algorithms with on-line feature ordering and a limited look-ahead approximation are considered. The algorithms can be used with or without contextual constraints for multicategory pattern recognition problems. Computational complexity due to on-line ordering of features is analyzed and related to system performance. Computer simulated results are obtained using a standard data set (Munson´s multiauthor handprinted character files) and a careful test procedure.
Keywords :
Character recognition, contextual constraints, Munson´s handprinted data, on-line feature ordering, pattern recognition, sequential decision schemes.; Algorithm design and analysis; Approximation algorithms; Character recognition; Computational complexity; Cost function; Error probability; Pattern recognition; Performance analysis; System performance; Testing; Character recognition, contextual constraints, Munson´s handprinted data, on-line feature ordering, pattern recognition, sequential decision schemes.;
Journal_Title :
Computers, IEEE Transactions on
DOI :
10.1109/T-C.1974.223998
