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May 1974 (vol. 23 no. 5)
pp. 545-549
K.S. Grewal, Department of Electrical Engineering, University of Texas
Numerous schemes are available for feature selection in a pattern recognition problem, but the feature extraction process is largely intuitive. A sequential feature extraction scheme is proposed for binary features. A decision function, which is linear and near optimal, is developed concurrently with each feature. Performance bounds are developed for several design strategies. Experimental results are given to illustrate the use of the scheme and the effectiveness of the performance bounds.
Index Terms:
Binary features, character recognition, feature extractions, linear decision.
Citation:
K.S. Grewal, J.D. Patterson, "A Binary Feature Extraction Technique," IEEE Transactions on Computers, vol. 23, no. 5, pp. 545-549, May 1974, doi:10.1109/T-C.1974.223979
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