X-Git-Url: http://git.euphorik.ch/?p=master-thesis.git;a=blobdiff_plain;f=Parasitemia%2FParasitemiaCore%2FClassifier.fs;h=a2d9e4f446b08ac1dde5a18bd549d7f6ad2f1be8;hp=9b247f43db4599e702ce0b469659d5e881773765;hb=d247f3a07ca3c7b192d8c2381ea85ba731fcc359;hpb=3d59272b3e4cd5a5c51d56f94f2bcf72be8b8bb9 diff --git a/Parasitemia/ParasitemiaCore/Classifier.fs b/Parasitemia/ParasitemiaCore/Classifier.fs index 9b247f4..a2d9e4f 100644 --- a/Parasitemia/ParasitemiaCore/Classifier.fs +++ b/Parasitemia/ParasitemiaCore/Classifier.fs @@ -70,16 +70,16 @@ let findCells (ellipses : Ellipse list) (parasites : ParasitesMarker.Result) (wi // Yield 'false' when the point is owned by another ellipse. if case1 then - yield sign delta <> sign delta' || Utils.squaredDistanceTwoPoints c p' > Utils.squaredDistanceTwoPoints c p + sign delta <> sign delta' || Utils.squaredDistanceTwoPoints c p' > Utils.squaredDistanceTwoPoints c p else - yield sign delta = sign delta' && Utils.squaredDistanceTwoPoints c p' < Utils.squaredDistanceTwoPoints c p + sign delta = sign delta' && Utils.squaredDistanceTwoPoints c p' < Utils.squaredDistanceTwoPoints c p else - yield case1 + case1 elif e.State = CellState.Peculiar then // A peculiar always win against a RBC. - yield true + true else - yield not <| e'.Contains p.X p.Y + not <| e'.Contains p.X p.Y } |> Seq.forall id @@ -121,7 +121,7 @@ let findCells (ellipses : Ellipse list) (parasites : ParasitesMarker.Result) (wi let globalStdDeviation = MathNet.Numerics.Statistics.Statistics.PopulationStandardDeviation (seq { for y in 0 .. h - 1 do for x in 0 .. w - 1 do - yield float imgData.[y, x, 0] }) + float imgData.[y, x, 0] }) for e in ellipses do if not e.Removed then @@ -132,7 +132,7 @@ let findCells (ellipses : Ellipse list) (parasites : ParasitesMarker.Result) (wi for y in (if minY < 0 then 0 else minY) .. (if maxY >= h then h - 1 else maxY) do for x in (if minX < 0 then 0 else minX) .. (if maxX >= w then w - 1 else maxX) do if shrinkedE.Contains (float32 x) (float32 y) then - yield float imgData.[y, x, 0] }) + float imgData.[y, x, 0] }) if stdDeviation > globalStdDeviation * config.Parameters.standardDeviationMaxRatio then e.Removed <- true *) @@ -218,7 +218,7 @@ let findCells (ellipses : Ellipse list) (parasites : ParasitesMarker.Result) (wi seq { for parasitePixel in parasitePixels do if nucleusPixels.Exists (fun p -> pown (p.X - parasitePixel.X) 2 + pown (p.Y - parasitePixel.Y) 2 <= diameterParasiteSquared) then - yield 1 + 1 } |> Seq.sum else 0