Planar Shape Enhancement and Exaggeration

Ami Steiner , Ron Kimmel , Alfred M. Bruckstein
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Abstract

A local smoothing operator applied in the reverse direction is used to obtain planar shape enhancement and exaggeration. Inversion of a smoothing operator is an inherently unstable operation. Therefore, a stable numerical scheme simulating the inverse smoothing effect is introduced. Enhancement is obtained for short time spans of evolution. Carrying the evolution further yields shape exaggeration or caricaturization effect. Introducing attraction forces between the evolving shape and the initial one yields an enhancement process that converges to a steady state. These forces depend on the distance of the evolving curve from the original one and on local properties. Results of applying the unrestrained and restrained evolution on planar shapes, based on a stabilized inverse geometric heat equation, are presented showing enhancement and caricaturization effects.

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平面形状增强和夸张
采用反向局部平滑算子进行平面形状增强和放大。平滑算子的反演是一个本质上不稳定的操作。因此,引入了一种稳定的数值格式来模拟逆平滑效果。在较短的进化时间跨度内得到增强。进一步进行演化产生形状夸张或漫画化效果。在不断变化的形状和初始形状之间引入引力,产生一个增强过程,该过程收敛到稳定状态。这些力取决于演化曲线与原始曲线的距离以及局部性质。基于一个稳定的几何逆热方程,给出了在平面形状上应用无约束和约束演化的结果,显示了增强和漫画化效果。
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