高效各向异性α-核分解与流动

Micha Feigin-Almon, N. Sochen, B. Vemuri
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引用次数: 2

摘要

拉普拉斯级数的分数次幂可以用来生成尺度空间,这在最近的文献中得到了证明。这后来被推广到非齐次扩散过程和更一般的拉普拉斯函数,并研究了Perona-Malik情况。本文将所得结果推广到真正的各向异性贝尔特拉米流。我们还介绍了一种将工作分割成更小的图像块的技术,这大大降低了计算复杂性,并允许算法的并行化。讨论了数值实现中涉及的重要问题。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Efficient anisotropic α-Kernels decompositions and flows
The Laplacian raised to fractional powers can be used to generate scale spaces as was shown in recent literature. This was later extended for inhomogeneous diffusion processes and more general functions of the Laplacian and studied for the Perona-Malik case. In this paper we extend the results to the truly anisotropic Beltrami flow. We additionally introduce a technique for splitting up the work into smaller patches of the image which greatly reduce the computational complexity and allow for the parallelization of the algorithm. Important issues involved in the numerical implementation are discussed.
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