Mon, 06 May 2024 20:03:44 -0500
Add arXiv link for new paper to README
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1 | # From https://github.com/LMescheder/Radon.jl/blob/master/src/Radon.jl |
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2 | # Updated to modern Julia. Fixed radon! to zero out `radonim`. |
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3 | |
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4 | __precompile__() |
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5 | |
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6 | |
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7 | module Radon |
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8 | export radon!, backproject! |
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9 | # package code goes here |
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10 | |
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11 | function radon(im::AbstractArray{T, 2}) where T<:AbstractFloat |
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12 | Nx, Ny = size(im) |
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13 | radonim = similar(im, min(Nx, Ny), max(Nx, Ny)) |
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14 | radon!(radonim, im) |
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15 | radonim |
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16 | end |
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17 | |
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18 | function radon!(radonim::AbstractArray{T, 2}, im::AbstractArray{T, 2}) where T<:AbstractFloat |
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19 | Nφ, Ns = size(radonim) |
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20 | Nx, Ny = size(im) |
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21 | Ldiag = hypot(Nx, Ny) |
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22 | K = round(Int, Ldiag) |
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23 | |
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24 | dLz = Ldiag/(K-1) |
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25 | dLs = Ldiag/(Ns-1) |
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26 | dφ = π/Nφ |
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27 | |
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28 | @inbounds for is = 1:Ns, iφ = 1:Nφ |
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29 | φ = (iφ-1)*dφ |
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30 | s = -Ldiag/2 + (is-1)*dLs |
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31 | tx = cos(φ) |
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32 | ty = sin(φ) |
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33 | |
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34 | radonim[iφ, is] = zero(T) |
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35 | for k=1:K |
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36 | z = -Ldiag/2 + (k-1)*dLz |
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37 | x = round(Int, Nx/2 + z*ty + s*tx) |
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38 | y = round(Int, Ny/2 - z*tx + s*ty) |
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39 | |
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40 | if 1 <= x <= Nx && 1 <= y <= Ny |
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41 | radonim[iφ, is] += im[x, y]*dLz |
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42 | end |
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43 | end |
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44 | end |
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45 | radonim |
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46 | end |
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47 | |
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48 | function backproject(radonim::AbstractArray{T, 2}) where T<:AbstractFloat |
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49 | Nφ, Ns = size(radonim) |
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50 | im = similar(radonim, Ns, Ns) |
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51 | backproject!(im, radonim) |
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52 | im |
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53 | end |
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54 | |
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55 | function backproject!(im::AbstractArray{T, 2}, radonim::AbstractArray{T, 2}) where T<:AbstractFloat |
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56 | Nφ, Ns = size(radonim) |
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57 | Nx, Ny = size(im) |
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58 | Ldiag = hypot(Nx, Ny) |
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59 | K = round(Int, Ldiag) |
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60 | |
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61 | dLz = Ldiag/(K-1) |
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62 | dLs = Ldiag/(Ns-1) |
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63 | dφ = π/Nφ |
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64 | |
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65 | im .= 0. |
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66 | @inbounds for is = 1:Ns, iφ = 1:Nφ |
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67 | φ = (iφ-1)*dφ |
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68 | s = -Ldiag/2 + (is-1)*dLs |
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69 | tx = cos(φ) |
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70 | ty = sin(φ) |
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71 | |
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72 | for k=1:K |
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73 | z = -Ldiag/2 + (k-1)*dLz |
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74 | x = round(Int, Nx/2 + z*ty + s*tx) |
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75 | y = round(Int, Ny/2 - z*tx + s*ty) |
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76 | |
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77 | if 1 <= x <= Nx && 1 <= y <= Ny |
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78 | im[x, y] += radonim[iφ, is]*dLz |
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79 | end |
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80 | end |
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81 | end |
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82 | im |
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83 | end |
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84 | |
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85 | end # module |