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Robotic calligraphy - Learning how to write single strokes of Chinese and Japanese characters

机译:机器人书法 - 学习如何编写汉语和日本字符的单一笔画

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摘要

A robot testbed for writing Chinese and Japanese calligraphy characters is presented. Single strokes of the calligraphy characters are represented in a database and initialized with a scanned reference image and a manually chosen initial drawing spline. A learning procedure uses visual feedback to analyze each new iteration of the drawn stroke and updates the drawing spline such that every subsequent drawn stroke becomes more similar to the reference image. The learning procedure can be performed either in simulation, using a simple brush model to create simulated images of the strokes, or with a real robot arm equipped with a calligraphy brush and a camera that captures images of the drawn strokes. Results from both simulations and experiments with the robot arm are presented.
机译:提出了一种用于写作中文和日本书法人物的机器人。 书法字符的单个笔划在数据库中表示,并用扫描的参考图像和手动选择的初始绘制样条初始化。 学习过程使用视觉反馈来分析所绘制的笔划的每个新迭代并更新绘图样条,使得每个后续绘制的行程变得更加类似于参考图像。 可以使用简单的刷模型在模拟中进行学习过程,以创建笔划的模拟图像,或者使用配备有书法刷的真正的机器人手臂和捕获绘制笔画的图像的相机。 提出了模拟和机器人手臂的实验结果。

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