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...

وصف كامل

محفوظ في:
التفاصيل البيبلوغرافية
المؤلفون الرئيسيون: LAI, Fon-Lin, LIM, Joo-Hwee, DING, Liya, TAN, Ah-hwee, LUI, Ho-Chung
التنسيق: text
اللغة:English
منشور في: Institutional Knowledge at Singapore Management University 1996
الموضوعات:
الوصول للمادة أونلاين:https://ink.library.smu.edu.sg/sis_research/6912
الوسوم: إضافة وسم
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الوصف
الملخص: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.