X-Git-Url: http://git.euphorik.ch/?p=master-thesis.git;a=blobdiff_plain;f=Parasitemia%2FParasitemiaCore%2FClassifier.fs;h=2b6f3bee0ab729f6c401ffceca5f58c7b260c0ef;hp=96532f8701214b00dfe3d19b9bdce91c217f30cc;hb=828e126c88524d3dc123abc966a132532aed118b;hpb=3b645f8ff5259f88a33ffbd9a63b10a8640c439f diff --git a/Parasitemia/ParasitemiaCore/Classifier.fs b/Parasitemia/ParasitemiaCore/Classifier.fs index 96532f8..2b6f3be 100644 --- a/Parasitemia/ParasitemiaCore/Classifier.fs +++ b/Parasitemia/ParasitemiaCore/Classifier.fs @@ -24,7 +24,7 @@ let findCells (ellipses: Ellipse list) (parasites: ParasitesMarker.Result) (img: then [] else - let infection = parasites.infection.Copy() // To avoid to modify the parameter. + let infection = parasites.nucleus.Copy() // To avoid to modify the parameter. // This is the minimum window size to check if other ellipses touch 'e'. let searchRegion (e: Ellipse) = { KdTree.minX = e.Cx - (e.A + config.RBCRadius.Max) @@ -159,7 +159,7 @@ let findCells (ellipses: Ellipse list) (parasites: ParasitesMarker.Result) (img: let minX, minY, maxX, maxY = ellipseWindow e let infectedPixels = List() - let stainPixels = List() + let cytoplasmPixels = List() //let mutable stainPixels = 0 let mutable darkStainPixels = 0 @@ -175,7 +175,7 @@ let findCells (ellipses: Ellipse list) (parasites: ParasitesMarker.Result) (img: nbElement <- nbElement + 1 let infected = infection.Data.[y, x, 0] > 0uy - let stain = parasites.stain.Data.[y, x, 0] > 0uy + let stain = parasites.cytoplasm.Data.[y, x, 0] > 0uy let darkStain = parasites.darkStain.Data.[y, x, 0] > 0uy if infected @@ -184,19 +184,19 @@ let findCells (ellipses: Ellipse list) (parasites: ParasitesMarker.Result) (img: if stain then - stainPixels.Add(Point(x, y)) + cytoplasmPixels.Add(Point(x, y)) if darkStain then darkStainPixels <- darkStainPixels + 1 - let mutable stainArea = 0 + let mutable cytoplasmArea = 0 if infectedPixels.Count > 0 then - for stainPixel in stainPixels do - if infectedPixels.Exists(fun p -> pown (p.X - stainPixel.X) 2 + pown (p.Y - stainPixel.Y) 2 <= perimeterParasiteSquared) + for cytoplasmPixel in cytoplasmPixels do + if infectedPixels.Exists(fun p -> pown (p.X - cytoplasmPixel.X) 2 + pown (p.Y - cytoplasmPixel.Y) 2 <= perimeterParasiteSquared) then - stainArea <- stainArea + 1 + cytoplasmArea <- cytoplasmArea + 1 let cellClass = @@ -205,9 +205,9 @@ let findCells (ellipses: Ellipse list) (parasites: ParasitesMarker.Result) (img: then Peculiar - elif infectedPixels.Count > 0 && stainArea >= minimumParasiteArea + elif infectedPixels.Count > 0 && cytoplasmArea >= minimumParasiteArea then - let infectionToRemove = ImgTools.connectedComponents parasites.stain infectedPixels + let infectionToRemove = ImgTools.connectedComponents parasites.cytoplasm infectedPixels for p in infectionToRemove do infection.Data.[p.Y, p.X, 0] <- 0uy InfectedRBC @@ -217,6 +217,6 @@ let findCells (ellipses: Ellipse list) (parasites: ParasitesMarker.Result) (img: Some { cellClass = cellClass center = Point(roundInt e.Cx, roundInt e.Cy) - infectedArea = if cellClass = InfectedRBC then infectedPixels.Count else 0 - stainArea = stainArea + nucleusArea = if cellClass = InfectedRBC then infectedPixels.Count else 0 + parasiteArea = cytoplasmArea elements = elements })