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Efficient postprocessing algorithms for error correction in handwritten Hangul address and human name recognition

机译:高效的手写字符韩文地址纠错和人名识别后处理算法

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Proposes efficient postprocessing algorithms for error correction in handwritten Hangul (Korean script) address and human name recognition. As the load on the character recognizer for the recognition of the administrative district part in addresses was reduced by restricting the candidate characters to be matched based on a hierarchical address lexicon, the processing speed and recognition rate were greatly improved. Also, the misrecognition results from the character recognizer were corrected by using efficient postprocessing algorithms based on backtracking. For the recognition of the human name part, misrecognition of human names could be effectively corrected by combining the a priori probability and the confusion probability of each character making up the human names.
机译:提出了高效的后处理算法,用于手写韩文(韩文)地址和人名识别中的错误纠正。由于通过基于分层地址词典限制要匹配的候选字符,减轻了用于识别地址中的行政区部分的字符识别器的负担,因此大大提高了处理速度和识别率。此外,通过使用基于回溯的高效后处理算法,可以纠正来自字符识别器的误识别结果。为了识别人名部分,可以通过组合组成人名的每个字符的先验概率和混淆概率来有效地纠正对人名的误识别。

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