An application of hierarchical knowledge integration in hand-written form processing
In this paper, we present a Hierarchical Interactive Reasoning approach for hand-written form processing, and describe an application of this approach to a prototype form processing system. A priori domain knowledge is closely bound to all levels of a hierarchical structure in which bi-directional i...
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| Main Authors: | , , , , |
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| Format: | text |
| Language: | English |
| Published: |
Institutional Knowledge at Singapore Management University
1996
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| Subjects: | |
| Online Access: | https://ink.library.smu.edu.sg/sis_research/6912 |
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| Institution: | Singapore Management University |
| Language: | English |
| Summary: | In this paper, we present a Hierarchical Interactive Reasoning approach for hand-written form processing, and describe an application of this approach to a prototype form processing system. A priori domain knowledge is closely bound to all levels of a hierarchical structure in which bi-directional inferencing is possible. This approach has significantly improved recognition performance in the prototype system. We also touch on possible future extensions to the approach. |
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