Decision-making processes in pattern recognition (ACM monograph series)
Decision-making processes in pattern recognition (ACM monograph series)
Experiments with "Characteristic Loci" for Recognition of Handprinted Characters
IEEE Transactions on Computers
Experiments in the recognition of hand-printed text, part II: context analysis
AFIPS '68 (Fall, part II) Proceedings of the December 9-11, 1968, fall joint computer conference, part II
Feature Evalution with Measures of Probabilistic Dependence
IEEE Transactions on Computers
Use of Contextual Constraints in Recognition of Contour-Traced Handprinted Characters
IEEE Transactions on Computers
IEEE Transactions on Information Theory - Special issue on information theory in molecular biology and neuroscience
| Hi-index | 14.99 |
A contour-tracing technique originally devised by Clemens and Mason was modified and used with several different classifiers to recognize upper case handprinted characters. Recognition accuracies obtained compare favorably with other published results, particularly when additional simple tests are performed to differentiate commonly confused characters. One suboptimum classifier, in addition to yielding near optimum performance when tested on training data, uses much less statistical information than the optimum Bayes classifier and is significantly better than the optimum classifier when training and test data are limited.