Exploring non-linear diffusion: The diffusion echo

被引:0
|
作者
Dam, E [1 ]
Nielsen, M [1 ]
机构
[1] IT Univ, DK-2400 Copenhagen NV, Denmark
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D O I
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中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The Gaussian serves as Green's function for the linear diffusion equation and as a source for intuitive understanding of the linear diffusion process. In general, non-linear diffusion equations have no known closed form solutions and thereby no equally simple description. This article introduces a simple, intuitive description of these processes in terms of the Diffusion Echo. The Diffusion Echo offers intuitive visualisations for non-linear diffusion processes. In addition, the Diffusion Echo has potential for offering simple formulations for grouping problems. Furthermore, the Diffusion Echo can be considered a deep structure summary and thereby offers an alternative to multi-scale linking and flooding techniques.
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页码:264 / 272
页数:9
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