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A First Approach to Typewritten Character Segmentation using Graph Cuts

机译:使用曲线图的打字字符分割的第一种方法

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One important step for character recognition is character segmentation, since this mainly influences the quality of the characters and thus the classification result. There are several difficulties in character segmentation, e.g.if characters in a line of text are too close together then the segmentation algorithm may merge these characters, on the other hand characters may fall apart if a character is not connected with respect to the segmentation direction. To deal with such kinds of wrong segmentation, a graph based approach is introduced in this technical report. First experiments show that the approach is promising, but still has some shortcomings.
机译:字符识别的一个重要步骤是字符分割,因为这主要影响字符的质量,从而影响分类结果。字符分割有几个困难,例如,文本行中的字符太靠近,那么分割算法可以合并这些字符,另一方面,如果字符没有相对于分割方向连接,则可能会崩溃。为了处理这些类型的错误分段,在本技术报告中介绍了一种基于图形的方法。第一个实验表明,该方法很有希望,但仍有一些缺点。

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