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- Edge-preserving_smoothing abstract "Edge-preserving smoothing is an image processing technique that smooths away textures whilst retaining sharp edges. Examples are the Bilateral filter, the Guided filter and Anisotropic diffusion.1. Usage: When we need to preserve edge information and at the same time preserve the edges. Even when uniform smoothing does not remove the boundaries, it does distort them. This is not acceptable in the context of, for example, medical imaging. 2. Introduction: An alternative to linear filtering, called anisotropic diffusion, was introduced by Perona and Malik. It is related to earlier work by Grossberg who used a similar nonlinear diffusion processes to model human vision. The motivation for anisotropic diffusion (also called nonuniform or variable conductance diffusion) is that a Gaussian smoothed image is a single time slice of the solution to the heat equation, that has the original image as its initial conditions. Anisotropic diffusion includes a variable conductance term that, in turn, depends on the differential structure of the image. Thus, the variable conductance can be formulated to limit the smoothing at “edges” in images, as measured by high gradient magnitude, for example. (source: ITK manual)".
- Edge-preserving_smoothing wikiPageExternalLink eccv10.
- Edge-preserving_smoothing wikiPageID "25205849".
- Edge-preserving_smoothing wikiPageLength "1399".
- Edge-preserving_smoothing wikiPageOutDegree "4".
- Edge-preserving_smoothing wikiPageRevisionID "562396619".
- Edge-preserving_smoothing wikiPageWikiLink Anisotropic_diffusion.
- Edge-preserving_smoothing wikiPageWikiLink Bilateral_filter.
- Edge-preserving_smoothing wikiPageWikiLink Category:Image_processing.
- Edge-preserving_smoothing wikiPageWikiLink Image_processing.
- Edge-preserving_smoothing wikiPageWikiLinkText "Edge-preserving smoothing".
- Edge-preserving_smoothing hasPhotoCollection Edge-preserving_smoothing.
- Edge-preserving_smoothing wikiPageUsesTemplate Template:Compu-graphics-stub.
- Edge-preserving_smoothing wikiPageUsesTemplate Template:Underlinked.
- Edge-preserving_smoothing subject Category:Image_processing.
- Edge-preserving_smoothing hypernym Technique.
- Edge-preserving_smoothing type Article.
- Edge-preserving_smoothing type Software.
- Edge-preserving_smoothing type Algorithm.
- Edge-preserving_smoothing type Article.
- Edge-preserving_smoothing type Field.
- Edge-preserving_smoothing comment "Edge-preserving smoothing is an image processing technique that smooths away textures whilst retaining sharp edges. Examples are the Bilateral filter, the Guided filter and Anisotropic diffusion.1. Usage: When we need to preserve edge information and at the same time preserve the edges. Even when uniform smoothing does not remove the boundaries, it does distort them. This is not acceptable in the context of, for example, medical imaging. 2.".
- Edge-preserving_smoothing label "Edge-preserving smoothing".
- Edge-preserving_smoothing sameAs m.03d1k6v.
- Edge-preserving_smoothing sameAs Q5337637.
- Edge-preserving_smoothing sameAs Q5337637.
- Edge-preserving_smoothing wasDerivedFrom Edge-preserving_smoothing?oldid=562396619.
- Edge-preserving_smoothing isPrimaryTopicOf Edge-preserving_smoothing.