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Using CONDENSATION Tracking to Recover Stroke Order of Chinese Calligraphic Handwritings with CCM

机译:使用“冷凝跟踪”以CCM恢复中国书法笔迹的笔顺

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Stroke order is an intrinsic writing feature which is missing in off-line handwriting. Recovering stroke order from off-line handwriting is an important task by which the visualization of writing process is possible. Chinese Calligraphic handwriting is some different with western handwriting. Traditional method with assumption of the minimization of curvature between two adjacent line segments is not applicable for Chinese Calligraphic handwriting. We propose a new framework named Chinese Calligraphic Model (CCM). With this framework CONDENSATION algorithm - conditional density propagation over time is performed to find the best matching model in model database with the input pattern to recover stroke order. Experiments results show our method is a promising way to recover stroke order from Chinese Calligraphic handwriting based on CCM by CONDENSATION tracking.
机译:笔划顺序是一种固有的书写功能,在离线手写中缺少。从离线手写中恢复笔画顺序是一项重要的任务,通过它可以实现书写过程的可视化。中国书法笔迹与西方书法笔迹有所不同。假设两个相邻线段之间的曲率最小化的传统方法不适用于中国书法手写体。我们提出了一个名为中国书法模型(CCM)的新框架。使用此框架的C​​ONDENSATION算法-随时间进行条件密度传播,以在模型数据库中找到具有输入模式的最佳匹配模型,以恢复笔划顺序。实验结果表明,该方法是一种基于CCM的CONDENSATION跟踪从中国书法笔迹中恢复笔顺的有前途的方法。

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