src/Radon.jl

Fri, 03 May 2024 18:03:06 +0300

author
Neil Dizon <neil.dizon@helsinki.fi>
date
Fri, 03 May 2024 18:03:06 +0300
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-rw-r--r--

activation function for dual scscaling

8
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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

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