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Cookbook examples for the Insight Toolkit documented with Sphinx

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Migrate the itkGrayscaleFunctionDilateImageFilter.cxx example from `ITK/Examples/Filtering` to `ITKSphinxExamples/src/Filtering/MathematicalMorphology/DilateAGrayscaleImage`. New baseline output image added as `OutputBaseline.png` as it didn't exist in ITK before. | Input | Output/Baseline | |----|----| | ![cthead1](https://user-images.githubusercontent.com/22624785/169570588-827e814e-4837-4311-974f-9972c699b6b9.png)...

type:Enhancement
area:Documentation
area:Filtering
type:Infrastructure
type:Data
language:C++
language:Python

Code.py is just a copy of another example. Need to modify it. Marking as WIP until then.

type:Enhancement
area:Documentation
area:IO
type:Infrastructure
type:Data
language:C++
language:Python

[https://examples.itk.org/src/filtering/smoothing/smoothimagewithdiscretegaussianfilter/documentation](https://examples.itk.org/src/filtering/smoothing/smoothimagewithdiscretegaussianfilter/documentation)

Good first issue
area:Filtering

Could include - `itk.auto_progress(2)` and other verbosity levels - `itkConfig` - Tracing with `pdb`

1D FFT filters were (relatively) recently ported from ITKUltrasound to ITK. Would be useful to have an example notebook demonstrating FFT plots (real, imaginary, modulus, phase) along one-dimensional scan lines....

Reference TODO list at [https://github.com/InsightSoftwareConsortium/ITKSphinxExamples/blob/master/ITKRepositoryImport.todo](https://github.com/InsightSoftwareConsortium/ITKSphinxExamples/blob/master/ITKRepositoryImport.todo)

Good first issue

Translate [https://examples.itk.org/src/filtering/convolution/convolveimagewithkernel/documentation](https://examples.itk.org/src/filtering/convolution/convolveimagewithkernel/documentation) into a Python script or Jupyter notebook

Good first issue
language:Python
type:Python Notebook

Several examples visibly note errors in migration, running, or output data. It would be good to address these on a case-by-case basis. - [ ] [https://examples.itk.org/src/segmentation/connectedcomponents/labelconnectcomponentsinbinaryimage/documentation](https://examples.itk.org/src/segmentation/connectedcomponents/labelconnectcomponentsinbinaryimage/documentation) - [ ] [https://examples.itk.org/src/filtering/imagestatistics/computeminmaxvariancemeanofimage/documentation](https://examples.itk.org/src/filtering/imagestatistics/computeminmaxvariancemeanofimage/documentation)...

- Demonstrate initializing a numpy array and converting to ITK image format with `itk.image_from_array` and `itk.image_view_from_array` - Demonstrate manipulating an ITK image as a numpy array with `itk.array_from_image` and `itk.array_view_from_image`...

Good first issue
area:Bridge
type:Python Notebook

Transferred from https://github.com/InsightSoftwareConsortium/ITK/issues/548 : ### Description An example of how to read and write an Image with an unknown number of Components will be great. The VectorImage is wrapped in...

Good first issue