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[FEA] implement (color) bilateral filter #478

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grlee77 opened this issue Jan 11, 2023 · 1 comment
Open

[FEA] implement (color) bilateral filter #478

grlee77 opened this issue Jan 11, 2023 · 1 comment
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feature request New feature or request

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@grlee77
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grlee77 commented Jan 11, 2023

Is your feature request related to a problem? Please describe.

It would be good to provide a bilateral filter equivalent to the one used in skimage.restoration.denoise_bilateral. This version works for color images while there is also a rank filter version for integer-valued grayscale images in scikit-image under skimage.filters.rank.mean_bilateral

Describe the solution you'd like
The scikit-image implementations support both 2D and 3D. Ideally we could provide both.

Describe alternatives you've considered
Could adapt 2D kernel code from either cvCUDA or NPP, but it may be preferable to create an nD implementation reusing other nD filtering code already implemented for cupyx.scipy.ndimage

Additional context
example: https://scikit-image.org/docs/stable/auto_examples/filters/plot_denoise.html#sphx-glr-auto-examples-filters-plot-denoise-py

@grlee77 grlee77 added the feature request New feature or request label Jan 11, 2023
@desplenterkarel
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👍 +1

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