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A Perception Correlated Comparison Method for Dynamic Meshes

机译:动态网格的感知相关比较方法

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摘要

There are multiple areas of computer graphics where triangular meshes are being altered in order to reduce their size or complexity, while attempting to preserve the original shape of the mesh as closely as possible. Recently, this area of research has been extended to cover even a dynamic case, i.e., surface animations which are compressed and simplified. However, to date very little effort has been made to develop methods for evaluating the results, namely the amount of distortion introduced by the processing. Even the most sophisticated compression methods use distortion evaluation by some kind of mean squared error while the actual relevance of such measure has not been verified so far. In this paper, we point out some serious drawbacks of the existing error measures. We present results of the subjective testing that we have performed, and we derive a new measure called Spatiotemporal edge difference (STED) which is shown to provide much better correlation with subjective opinions on mesh distortion.
机译:在计算机图形的多个区域中,正在更改三角形网格以减小其大小或复杂性,同时尝试尽可能接近地保留网格的原始形状。最近,该研究领域已经扩展到甚至包括动态情况,即压缩和简化的表面动画。但是,迄今为止,几乎没有做出任何努力来开发用于评估结果的方法,即由处理引入的失真量。即使最复杂的压缩方法也使用通过某种均方误差进行失真评估的方法,而这种措施的实际相关性目前尚未得到验证。在本文中,我们指出了现有错误措施的一些严重缺陷。我们介绍了已经执行的主观测试的结果,并得出了一种称为时空边缘差(STED)的新度量,该度量显示出与网格变形的主观意见具有更好的相关性。

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