HMM word recognition engine

Proceedings of the Fourth International Conference on Document Analysis and Recognition Pub Date : 1997-08-18 DOI:10.1109/ICDAR.1997.620559

D. Guillevic, C. Suen

引用次数: 53

Abstract

We describe a hidden Markov model (HMM) based word recognition engine being developed to be integrated with the CENPARMI bank cheque processing system. The various modules are described in detail, and preliminary results are compared with our previous global feature recognition scheme. The engine is tested on words from a database of over 4,500 cheques of 1,400 writers.

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HMM词识别引擎

我们描述了一个基于隐马尔可夫模型(HMM)的词识别引擎，该引擎正在与CENPARMI银行支票处理系统集成。详细描述了各个模块，并将初步结果与我们之前的全局特征识别方案进行了比较。该引擎的测试词来自1400位作者的4500多张支票的数据库。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

Proceedings of the Fourth International Conference on Document Analysis and Recognition

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