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oaioai:casi.ntrs.nasa.gov:19930020347

Character recognition using a neural network model with fuzzy representation

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1992
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Abstract

The degree to which digital images are recognized correctly by computerized algorithms is highly dependent upon the representation and the classification processes. Fuzzy techniques play an important role in both processes. In this paper, the role of fuzzy representation and classification on the recognition of digital characters is investigated. An experimental Neural Network model with application to character recognition was developed. Through a set of experiments, the effect of fuzzy representation on the recognition accuracy of this model is presented

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This paper was published in NASA Technical Reports Server.

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