X-Git-Url: http://git.euphorik.ch/?p=master-thesis.git;a=blobdiff_plain;f=Parasitemia%2FParasitemia%2FConfig.fs;h=09164085e8c4b4a85c6424cd900c8889acbdba02;hp=9c23d83eec23ae985a2006ec001d352f3649ee92;hb=05be8164d308447b916544ae3ce4211500dfd8da;hpb=4147bfad3c85dcf4fe7d291abf7d356379d88b4f diff --git a/Parasitemia/Parasitemia/Config.fs b/Parasitemia/Parasitemia/Config.fs index 9c23d83..0916408 100644 --- a/Parasitemia/Parasitemia/Config.fs +++ b/Parasitemia/Parasitemia/Config.fs @@ -30,14 +30,14 @@ type Parameters = { maxDarkStainRatio: float // When a cell must own less than this ratio to be a RBC. stainArea: float32 // Factor of a RBC area. 0.5 means the half of RBC area. - stainLevel: float // > 1 - maxStainRatio: float // When a cell must own less than this ratio to be a RBC. + stainSensitivity: float // between 0 (the least sensitive) and 1 (the most sensitive). + maxStainRatio: float // A cell must own less than this ratio to be a RBC. infectionArea: float32 // Factor of a RBC area. 0.5 means the half of RBC area. - infectionLevel: float // > 1 + infectionSensitivity: float // between 0 (the least sensitive) and 1 (the most sensitive). standardDeviationMaxRatio: float // The standard deviation of the pixel values of a cell can't be greater than standardDeviationMaxRatio * global standard deviation - minimumCellAreaFactor: float32 // Factor of the mean RBC area. + minimumCellAreaFactor: float32 // Factor of the mean RBC area. A cell with an area below this will be rejected. } let defaultParameters = { @@ -59,39 +59,63 @@ let defaultParameters = { maxDarkStainRatio = 0.1 // 10 % infectionArea = 0.012f // 1.2 % - infectionLevel = 1.12 // Lower -> more sensitive. + infectionSensitivity = 0.9 stainArea = 0.08f // 8 % - stainLevel = 1.1 // Lower -> more sensitive. + stainSensitivity = 0.9 maxStainRatio = 0.12 // 12 % standardDeviationMaxRatio = 0.5 // 0.5 minimumCellAreaFactor = 0.4f } +type RBCRadius (radius: float32, parameters: Parameters) = + member this.Pixel = radius + member this.μm : float<μm> = + 1. * (float radius) / parameters.resolution |> inchToμm + + member this.Min = radius + parameters.minRbcRadius * radius + member this.Max = radius + parameters.maxRbcRadius * radius + + member this.Area = PI * radius ** 2.f + member this.MinArea = parameters.minimumCellAreaFactor * radius + + member this.InfectionArea = parameters.infectionArea * this.Area + member this.StainArea = parameters.stainArea * this.Area + + override this.ToString() = + sprintf "%d px (%.1f μm)" (Utils.roundInt <| 2.f * radius) (2. * this.μm) + + type Config (param: Parameters) = - let initialRBCRadius : float32 = - let rbcRadiusInch: float = μm.ConvertToInch(param.rbcDiameter) / 2. - let rbcRadiusPx: float = param.resolution * rbcRadiusInch + let RBCadiusInPixels (rbcDiameter: float<μm>) (resolution: float) : float32 = + let rbcRadiusInch: float = (μmToInch rbcDiameter) / 2. + let rbcRadiusPx: float = resolution * rbcRadiusInch float32 rbcRadiusPx - member this.Parameters = param + let mutable parameters: Parameters = param + let mutable rbcRadiusByResolution = RBCRadius(RBCadiusInPixels parameters.rbcDiameter parameters.resolution, parameters) + let mutable rbcRadius = RBCRadius(0.f, parameters) + + new () = Config(defaultParameters) + + member this.Parameters + with get() = parameters + and set(param) = + parameters <- param + rbcRadiusByResolution <- RBCRadius(RBCadiusInPixels parameters.rbcDiameter parameters.resolution, param) + rbcRadius <- RBCRadius(rbcRadius.Pixel, param) + member val Debug = DebugOff with get, set member this.LPFStandardDeviation = - let stdDeviation: float = μm.ConvertToInch(param.LPFStandardDeviation) * param.resolution + let stdDeviation: float = (μmToInch parameters.LPFStandardDeviation) * parameters.resolution float stdDeviation - // Mean RBC radius. - member val RBCRadius : float32 = initialRBCRadius with get, set - - member this.RBCMinRadius = this.RBCRadius + param.minRbcRadius * this.RBCRadius - member this.RBCMaxRadius = this.RBCRadius + param.maxRbcRadius * this.RBCRadius - - member this.RBCArea = PI * this.RBCRadius ** 2.f - member this.RBCMinArea = param.minimumCellAreaFactor * this.RBCArea + member this.RBCRadiusByResolution = rbcRadiusByResolution + member this.RBCRadius = rbcRadius - member this.InfectionArea = param.infectionArea * this.RBCArea - member this.StainArea = param.stainArea * this.RBCArea + member this.SetRBCRadius (radiusPixel: float32) = + rbcRadius <- RBCRadius(radiusPixel, parameters) member this.Copy () = this.MemberwiseClone() :?> Config