一种投票扩散模型及其在铝铸件缺陷检测中的应用

Situ Wuchao, Huang Qian, Wu Yuan
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引用次数: 1

摘要

我们利用一种投票扩散模型对铸造图像进行处理。该模型基于扩散张量驱动的各向异性扩散方程,扩散张量的结构取决于矩阵的耦合时延正则化。扩散张量决定了扩散的方向以及在这些方向上的速度。实验结果表明,在不影响铸件图像有趣特征的情况下,该模型在处理铸件图像方面优于PM模型和其他基于经典边缘检测的方法。也就是说,它有更好的保存缺陷。
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A type of voting diffusion model and its application in defect detection in aluminum castings
We make use of a type of voting diffusion model for casting image processing. This model is based on an anisotropic diffusion equation driven by a diffusion tensor, whose structure depends on the coupled time-delay regularization of a matrix. The diffusion tensor determines the directions of the diffusion as well as the speed in these directions. Experimental results show that this model is superior to the PM model and other methods based on classical edge detection in processing the casting images without affecting its interesting features. Namely, it has better preservation of the flaws.
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