ITKGradientAnisotropicDiffusionImage
====================================
Group (Subgroup)¶
ITKImageProcessing (ITKImageProcessing)
Description¶
This filter performs anisotropic diffusion on a scalar itk::Image using the classic Perona-Malik, gradient magnitude based equation implemented in itkGradientNDAnisotropicDiffusionFunction. For detailed information on anisotropic diffusion, see itkAnisotropicDiffusionFunction and itkGradientNDAnisotropicDiffusionFunction.
\par Inputs and Outputs The input to this filter should be a scalar itk::Image of any dimensionality. The output image will be a diffused copy of the input.
\par Parameters Please see the description of parameters given in itkAnisotropicDiffusionImageFilter.
\see AnisotropicDiffusionImageFilter
\see AnisotropicDiffusionFunction
\see GradientAnisotropicDiffusionFunction
Parameters¶
| Name | Type | Description |
|---|---|---|
| TimeStep | double | N/A |
| ConductanceParameter | double | N/A |
| ConductanceScalingUpdateInterval | double | N/A |
| NumberOfIterations | double | N/A |
Required Geometry¶
Image
Required Objects¶
| Kind | Default Name | Type | Component Dimensions | Description |
|---|---|---|---|---|
| Cell Attribute Array | None | N/A | (1) | Array containing input image |
Created Objects¶
| Kind | Default Name | Type | Component Dimensions | Description |
|---|---|---|---|---|
| Cell Attribute Array | None | (1) | Array containing filtered image |
References¶
[1] T.S. Yoo, M. J. Ackerman, W. E. Lorensen, W. Schroeder, V. Chalana, S. Aylward, D. Metaxas, R. Whitaker. Engineering and Algorithm Design for an Image Processing API: A Technical Report on ITK - The Insight Toolkit. In Proc. of Medicine Meets Virtual Reality, J. Westwood, ed., IOS Press Amsterdam pp 586-592 (2002). [2] H. Johnson, M. McCormick, L. Ibanez. The ITK Software Guide: Design and Functionality. Fourth Edition. Published by Kitware Inc. 2015 ISBN: 9781-930934-28-3 [3] H. Johnson, M. McCormick, L. Ibanez. The ITK Software Guide: Introduction and Development Guidelines. Fourth Edition. Published by Kitware Inc. 2015 ISBN: 9781-930934-27-6
Example Pipelines¶
License & Copyright¶
Please see the description file distributed with this plugin.
DREAM3D Mailing Lists¶
If you need more help with a filter, please consider asking your question on the DREAM3D Users mailing list: https://groups.google.com/forum/?hl=en#!forum/dream3d-users