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基于图像特征的汉字字形相似度计算

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汉字作为一种数量众多,结构复杂的象形文字,其字形的相似度计算对汉语的错别字识别和纠正具有重要意义.将汉字视为图形,通过尺度不变特征变换算法提取汉字的特征点,并利用汉字间特征点的对应关系,提出了一种基于特征点的相似度计算方法.对《通用规范汉字表》的8105 个汉字进行了相似度分析,结果表明,该方法和人的认知结果比较一致.
The Similarity Calculation of Chinese Character Glyph Based on Scale-Invariant Feature Transform
As a pictograph with large number and complex structure,the similarity calculation of Chinese char-acters is of great significance for the recognition and correction of misspellings in Chinese.In this paper,Chinese characters are treated as graphs,feature points of Chinese characters are extracted by Scale Invariant-Feature Trans-form(SIFT)algorithm,and a similarity calculation method based on feature points is proposed by using the corre-sponding relationship between feature points between characters.The similarity analysis is carried out for 8105 Chi-nese characters and the results show that this method is more consistent with the human cognitive results.

Chinese character glyphbeing characters similar in formsimilarity calculationscale-invariant feature transform

王昭、杨婧、杨敏

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国家计算机网络应急技术处理协调中心山西分中心,山西 太原 030012

汉字字形 形似字 相似度计算 尺度不变特征变换

2024

山西电子技术
山西省电子工业科学研究院 山西省电子学会

山西电子技术

影响因子:0.197
ISSN:1674-4578
年,卷(期):2024.(2)
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