JuliaImages / JuliaImages/ImageFiltering.jl

InfiniteViews: Allow expansion of image via infinite padding

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Dominant language
Julia
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104
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Description

In comparing to this image processing library there are two sets of padding methods. expand* is the analog of the currently implemented padarray where the number of pixels to pad is specified. extend* creates an infinite array where data is extrapolated according to the padding strategy.

https://javadoc.scijava.org/ImgLib2/net/imglib2/view/Views.html

This could be thought of a composition of PaddedViews.jl with InfiniteArrays.jl along with an interface similar to padarray.

A potential syntax would be just to allow Inf as a pad size.

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Research direction

Start with the existing padarray entry point and compare the linked ImgLib2 Views documentation with the referenced PaddedViews.jl and InfiniteArrays.jl concepts. Define how infinite padding and padding strategies should compose, including whether Inf is accepted as a pad size; the feature is done when this API and its behavior are specified and implemented.

Written by the indexing model from the issue text.

Assessment

Tech stack
julia
Domain
computer-vision
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

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