Proceedings

A Multi-Level Perception Approach to Reading Cursive Script

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Proceedings of the Tenth International Joint Conference on Artificial Intelligence. Perception. Pages 844-846.

Abstract

Reading cursive script involves elements of visual perception at one level of processing and those of language perception and understanding at a higher level. The problem is approached as one in which a word image is transformed through a representational hierarchy of levels based on descriptions that use points, contours, features, letters, and words. Global control is hierarchical until an intermediate level after which it is heterarchical. Two modes of learning are defined: supervised training with user feedback and unsupervised adaptation to the writer.

Sargur N. Srihari, and Radmilo M. Bozinovic. 1987. A Multi-Level Perception Approach to Reading Cursive Script. In Proceedings of the Tenth International Joint Conference on Artificial Intelligence, IJCAI-87. IJCAI, 844–846. https://ijcai.org/proceedings/1987/177
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