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Fluid Sketches: Continuous Recognition and Morphing of Simple Hand-Drawn Shapes

机译:流畅的草图:简单手绘形状的连续识别和变形

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摘要

We describe a new sketching interface in which shape recognition and morphing are tightly coupled. Raw input strokes are continuously morphed into ideal geometric shapes, even before the pen is lifted. By means of smooth and continual shape transformations the user is apprised of recognition progress and the appearance of the final shape, yet always retains a sense of control over the process. At each time t the system uses the trajectory traced out thus far by the pen coupled with the current appearance of the time-varying shape to classify the sketch as one of several pre-defined basic shapes. The recognition operation is performed using shape-specific fits based on least-squares or relaxation, which are continuously updated as the user draws. We describe the time-dependent transformation of the sketch, beginning with the raw pen trajectory, using a family of first-order ordinary differential equations that depend on time and the current shape of the sketch. Using this formalism, we describe several possible behaviors that result by varying the relative significance of new and old portions of a stroke, changing the "viscosity" of the morph, and enforcing different end conditions. A preliminary user study suggests that the new interface is particularly effective for rapidly constructing diagrams consisting of simple shapes.
机译:我们描述了一个新的草绘界面,其中形状识别和变形紧密结合。甚至在提起笔之前,原始的输入笔划都会连续变形成理想的几何形状。通过平滑和连续的形状转换,可以告知用户识别进度和最终形状的外观,但始终保持对过程的控制感。在每个时间t,系统使用笔到目前为止所描绘的轨迹以及时变形状的当前外观来将草图分类为几种预定义的基本形状之一。使用基于最小二乘或松弛的特定于形状的拟合来执行识别操作,随着用户的绘制,这些形状会不断更新。我们使用一系列依赖于时间和草图当前形状的一阶常微分方程来描述草图的时间依赖变换,从原始笔迹开始。使用这种形式主义,我们描述了几种可能的行为,这些行为是通过更改笔划的新部分和旧部分的相对重要性,更改变形的“粘度”并强制执行不同的最终条件而导致的。初步的用户研究表明,新界面对于快速构建由简单形状组成的图特别有效。

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