https://github.com/JuliaImageRecon
The goal of this organization is to collect together repos written in the Julia language that are related to image reconstruction.
Curious about Julia? Start with this shorter article in Nature and this longer paper in SIAM Review.
Please contact Jeff Fessler if you'd like to contribute, e.g., become a member. Or just start reporting issues and submitting pull requests (PR)s.
A good place to start
is with the collection of
Each of the following code repos include documentation that illustrate the Julia code and the output. Here is an example.
-
AbstractImageReconstruction.jl Abstract framework for implementing reconstruction algorithms.
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ImageGeoms.jl : describe image sampling geometry for image reconstruction (grid dimensions, pixel size, support mask).
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ImagePhantoms.jl : Digital image phantoms (like the Shepp-Logan phantom) along with analytical methods for their sinograms and spectra.
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LinearOperatorCollection.jl Collection of linear operators for signal and image processing.
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Sinograms.jl : Tomographic image reconstruction. FBP for parallel-beam and fan-beam geometries. FDK for cone-beam computed-tomography CBCT. (Forward and back-projectors for CT are a WIP.)
-
SPECTrecon.jl forward and back-projectors for SPECT
This organization has tools that are built either on
LinearMapsAA
or
LinearOperators.
There is some inter-operability between them. Submit an issue if further improvements are needed.
- More iterative reconstruction methods
-
https://github.com/MagneticResonanceImaging, including
- MRIReco.jl
- BartIO.jl for reading BART format files.
- MRIFieldmaps.jl
-
https://github.com/JuliaImages has many relevant tools, including:
-
(please make a PR to add more here!)
Established 2021-06-29. Stay tuned for more content...
