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Reconstructing the Correct Writing Sequence from a Set of Chinese Character Strokes

机译:从一组汉字笔划重建正确的写入序列

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A Chinese character is composed of several strokes ordered in a particular sequence. The stroke sequence contains useful online information for handwriting recognition and handwriting education. Although there exist some general heuristic stroke sequence rules, sometimes these rules can be inconsistent making it difficult to apply them to determine the standard writing sequence given a set of strokes. In this paper, we proposed a method to estimate the standard writing sequence given the strokes of a Chinese character. The strokes are modeled as discrete states with the state transition costs determined by the result of the classification into forward/backward order of each stroke pair using the positional features. Candidate sequences are found by shortest path algorithm and the final decision of the stroke sequence is made according to the total handwriting energy in case there is more than one candidate sequence. Experiments show that our results provide better performance than existing approaches.
机译:一个汉字由在特定顺序排序的几个笔划组成。笔划序列包含手写识别和笔迹教育的有用的在线信息。虽然存在一些通用的启发式笔划序列规则,但有时这些规则可能不一致,使得难以将它们应用于确定一组笔划来确定标准写入序列。在本文中,我们提出了一种估计汉字笔划的标准写入序列的方法。笔划被建模为离散状态,其具有使用位置特征的每个笔划对的正向/向后顺序的分类来确定的状态转换成本。通过最短路径算法发现候选序列,并且在存在多于一个候选序列的情况下,根据总手写能量进行笔划序列的最终决定。实验表明,我们的结果提供了比现有方法更好的性能。

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