X-Git-Url: http://git.euphorik.ch/?p=master-thesis.git;a=blobdiff_plain;f=Parasitemia%2FParasitemia%2FMainAnalysis.fs;h=53429b234dd8589ea3423d149e0ed17cb386deaa;hp=8f595141c638a57ca6dd727a18bb9b1d2c282fe7;hb=81d1b86719a1ebaf649c1de4c1364603155a53e1;hpb=aaa250fab2ac3227bf45704355d389bc1a4ee7fc diff --git a/Parasitemia/Parasitemia/MainAnalysis.fs b/Parasitemia/Parasitemia/MainAnalysis.fs index 8f59514..53429b2 100644 --- a/Parasitemia/Parasitemia/MainAnalysis.fs +++ b/Parasitemia/Parasitemia/MainAnalysis.fs @@ -36,18 +36,17 @@ let doAnalysis (img: Image) (name: string) (config: Config) (reportPr let initialAreaOpening = int <| config.RBCRadiusByResolution.Area * config.Parameters.ratioAreaPaleCenter * 1.2f // We do an area opening a little larger to avoid to do a second one in the case the radius found is near the initial one. logTimeWithName "Area opening number one" (fun () -> ImgTools.areaOpenF filteredGreen initialAreaOpening) - report 8 + report 10 let range = let delta = config.Parameters.granulometryRange * config.RBCRadiusByResolution.Pixel int <| config.RBCRadiusByResolution.Pixel - delta, int <| config.RBCRadiusByResolution.Pixel + delta //let r1 = log "Granulometry (morpho)" (fun() -> Granulometry.findRadiusByClosing (filteredGreen.Convert()) range 1.0 |> float32) config.SetRBCRadius <| logTimeWithName "Granulometry (area)" (fun() -> Granulometry.findRadiusByAreaClosing filteredGreen range |> float32) - // log (sprintf "r1: %A, r2: %A" r1 r2) logWithName (sprintf "Found erytrocyte diameter: %A" config.RBCRadius) - report 24 + report 20 let secondAreaOpening = int <| config.RBCRadius.Area * config.Parameters.ratioAreaPaleCenter if secondAreaOpening > initialAreaOpening @@ -62,13 +61,15 @@ let doAnalysis (img: Image) (name: string) (config: Config) (reportPr removeArea edges (config.RBCRadius.Pixel ** 2.f / 50.f |> int) edges, xGradient, yGradient) - let allEllipses, ellipses = logTimeWithName "Finding ellipses" (fun () -> - let matchingEllipses = Ellipse.find edges xGradient yGradient config - matchingEllipses.Ellipses, matchingEllipses.PrunedEllipses) + let matchingEllipses = logTimeWithName "Finding ellipses" (fun () -> Ellipse.find edges xGradient yGradient config) + + report 60 + + let prunedEllipses = logTimeWithName "Ellipses pruning" (fun () -> matchingEllipses.PrunedEllipses) report 80 - let cells = logTimeWithName "Classifier" (fun () -> Classifier.findCells ellipses parasites filteredGreenWhitoutStain config) + let cells = logTimeWithName "Classifier" (fun () -> Classifier.findCells prunedEllipses parasites filteredGreenWhitoutStain config) report 100 @@ -89,11 +90,11 @@ let doAnalysis (img: Image) (name: string) (config: Config) (reportPr saveImg parasites.infection (buildFileName " - parasites - infection.png") let imgAllEllipses = img.Copy() - drawEllipses imgAllEllipses allEllipses (Bgr(0.0, 240.0, 240.0)) 0.05 + drawEllipses imgAllEllipses matchingEllipses.Ellipses (Bgr(255.0, 255.0, 255.0)) 0.04 saveImg imgAllEllipses (buildFileName " - ellipses - all.png") let imgEllipses = filteredGreenWhitoutStain.Convert() - drawEllipses imgEllipses ellipses (Bgr(0.0, 240.0, 240.0)) 1.0 + drawEllipses imgEllipses prunedEllipses (Bgr(0.0, 240.0, 240.0)) 1.0 saveImg imgEllipses (buildFileName " - ellipses.png") let imgCells = img.Copy() @@ -138,10 +139,9 @@ let doMultipleAnalysis (imgs: (string * Config * Image) list) (report progressPerAnalysis.AddOrUpdate(id, progress, (fun _ _ -> progress)) |> ignore report (progressPerAnalysis.Values.Sum() / nbImgs) - let nbConcurrentTaskLimit = 4 // To reduce the memory taken. let n = Environment.ProcessorCount imgs |> PSeq.map (fun (id, config, img) -> id, doAnalysis img id config (Some (fun p -> reportProgressImg id p))) - |> PSeq.withDegreeOfParallelism (if n > nbConcurrentTaskLimit then nbConcurrentTaskLimit else n) + |> PSeq.withDegreeOfParallelism n |> PSeq.toList