--- a/DenoiseTest/src/DenoiseTest.jl Fri Jan 08 12:32:09 2021 -0500
+++ /dev/null Thu Jan 01 00:00:00 1970 +0000
@@ -1,82 +0,0 @@
-##################
-# Denoise testing
-##################
-
-module DenoiseTest
-
-# Our exports
-export test_denoise, default_params
-
-# Dependencies
-using Printf
-using FileIO
-using ColorTypes: Gray
-# ColorVectorSpace is only needed to ensure that conversions
-# between different ColorTypes are defined.
-import ColorVectorSpace
-import TestImages
-
-using AlgTools.Util
-using AlgTools.LinkedLists
-using ImageTools.Denoise
-using ImageTools.Visualise
-
-# Parameters
-const default_save_prefix="denoise_result_"
-
-const default_params = (
- α = 1,
- # PDPS
- # τ₀ = 5,
- # σ₀ = 0.99/5,
- # FISTA
- τ₀ = 0.9,
- ρ = 0,
- accel = true,
- noise_level = 0.5,
- verbose_iter = 10,
- maxiter = 1000,
- save_results = false,
- image_name = "lighthouse",
- save_iterations = false
-)
-
-#######################
-# Main testing routine
-#######################
-
-function test_denoise(;
- visualise=true,
- save_prefix=default_save_prefix,
- kwargs...)
-
-
- # Parameters for this experiment
- params = default_params ⬿ kwargs
- params = params ⬿ (save_prefix = save_prefix * params.image_name,)
-
- # Load image and add noise
- b = Float64.(Gray{Float64}.(TestImages.testimage(params.image_name)))
- b_noisy = b .+ params.noise_level.*randn(size(b)...)
-
- # Launch (background) visualiser
- st, iterate = initialise_visualisation(visualise)
-
- # Run algorithm
- x, y, st = denoise_fista(b_noisy; iterate=iterate, params=params)
-
- if params.save_results
- perffile = params.save_prefix * ".txt"
- println("Saving " * perffile)
- write_log(perffile, st.log, "# params = $(params)\n")
- fn = (t, ext) -> "$(params.save_prefix)_$(t).$(ext)"
- save(File(format"PNG", fn("true", "png")), grayimg(b))
- save(File(format"PNG", fn("data", "png")), grayimg(b_noisy))
- save(File(format"PNG", fn("reco", "png")), grayimg(x))
- end
-
- # Exit background visualiser
- finalise_visualisation(st)
-end
-
-end