X-Git-Url: http://git.euphorik.ch/?p=master-thesis.git;a=blobdiff_plain;f=Parasitemia%2FParasitemia%2FProgram.fs;h=94d2999cd8317a6361f13d399d5d0f6e4deebbcd;hp=ac17c82b0c9d00ab47b4752942338f7fde4ac9e3;hb=962440dfe579569ba7e3ebba6f878cb575d1fc02;hpb=e76da913cd58078ad2479357b2430ed62a6e0777 diff --git a/Parasitemia/Parasitemia/Program.fs b/Parasitemia/Parasitemia/Program.fs index ac17c82..94d2999 100644 --- a/Parasitemia/Parasitemia/Program.fs +++ b/Parasitemia/Parasitemia/Program.fs @@ -57,65 +57,71 @@ let parseArgs (args: string[]) : Arguments = let main args = match parseArgs args with | mode, debug -> - let scale = 1. - let config = { - debug = if debug then DebugOn "." else DebugOff + let config = + Config( + { scale = 1. - scale = scale + initialAreaOpen = 2000 - // RBC size range in px at scale = 1.0. - minRBCSize = 20. - maxRBCSize = 40. + minRbcRadius = -0.32 + maxRbcRadius = 0.32 - doGSigma1 = 1.5 - doGSigma2 = 20. - doGLowFreqPercentageReduction = 0.75 + preFilterSigma = 1.7 // 1.5 - darkStainLevel = 0.5 + factorNbPick = 1.0 + factorWindowSize = 2.0 - stainSigma = 10. - stainLevel = 0.9 - stainSpreadRequired = 3.0 + darkStainLevel = 0.25 // Lower -> more sensitive. 0.3 + maxDarkStainRatio = 0.1 - infectionSigma = 2.2 - infectionLevel = 0.85 - infectionPixelsRequired = 1 + infectionArea = 0.012 // 1.2 % + infectionLevel = 1.12 // Lower -> more sensitive. - percentageOfFgValidCell = 0.4 + stainArea = 0.08 // 8 % + stainLevel = 1.1 // Lower -> more sensitive. + maxStainRatio = 0.12 // 12 % - MaxDarkStainRatio = 0.1 - - minimumCellArea = 600. * scale ** 2. |> int - maxOffcenter = 0.5 } + standardDeviationMaxRatio = 0.58 // 0.55 + minimumCellArea = 0.5 }) match mode with | CmdLine (input, output) -> - let config = { config with debug = DebugOn output } - Utils.log <- (fun m -> Console.WriteLine m) + if debug + then + config.Debug <- DebugOn output Directory.CreateDirectory output |> ignore + use logFile = new StreamWriter(new FileStream(Path.Combine(output, "log.txt"), FileMode.Append, FileAccess.Write)) + Utils.log <- (fun m -> logFile.WriteLine(m)) + Utils.log (sprintf "=== New run : %A %A ===" DateTime.Now (if debug then "[DEBUG]" else "[RELEASE]")) + let files = match input with | File file -> [ file ] | Dir dir -> Directory.EnumerateFiles dir |> List.ofSeq - use resultFile = new StreamWriter(new FileStream(Path.Combine(output, "results.txt"), FileMode.Create, FileAccess.Write)) + use resultFile = new StreamWriter(new FileStream(Path.Combine(output, "results.txt"), FileMode.Append, FileAccess.Write)) for file in files do try - let fileInfo = FileInfo(file) use img = new Image(file) - let cells = Utils.logTime "Whole analyze" (fun () -> ImageAnalysis.doAnalysis img fileInfo.Name config) + Utils.log (sprintf "== File: %A" file) + + let cells = Utils.logTime "Whole analyze" (fun () -> ImageAnalysis.doAnalysis img (Path.GetFileNameWithoutExtension(FileInfo(file).Name)) config) let total, infected = Utils.countCells cells fprintf resultFile "File: %s %d %d %.2f\n" file total infected (100. * (float infected) / (float total)) with - | _ as ex -> Utils.log (sprintf "Unable to open the image '%A': %A" file ex) + | :? IOException as ex -> Utils.log (sprintf "Unable to open the image '%A': %A" file ex) 0 | Window -> let app = new Application() let mainWindow = Views.MainWindow() + if debug + then + config.Debug <- DebugOn "." + Utils.log <- (fun m -> log mainWindow m) //display mainWindow img