X-Git-Url: http://git.euphorik.ch/?p=master-thesis.git;a=blobdiff_plain;f=Parasitemia%2FParasitemiaCore%2FConfig.fs;h=385b7d4a91fcbfb477fcaf47ec483d33896a9cd7;hp=5fdcd0d8103187b19782d55a92c2459057e235db;hb=23466ba92c5595f6c0b9f97c86a221a4e5ffebe9;hpb=4bfa3cbdc6145e6944f02e24829ab2ef3a851ac1 diff --git a/Parasitemia/ParasitemiaCore/Config.fs b/Parasitemia/ParasitemiaCore/Config.fs index 5fdcd0d..385b7d4 100644 --- a/Parasitemia/ParasitemiaCore/Config.fs +++ b/Parasitemia/ParasitemiaCore/Config.fs @@ -20,7 +20,8 @@ type Parameters = { minRbcRadius: float32 // Factor of the mean RBC radius. maxRbcRadius: float32 // Factor of the mean RBC radius. - LPFStandardDeviation: float<μm> // Sigma parameter of the gaussian to remove the high frequency noise. + LPFStandardDeviationParasite: float<μm> // Sigma parameter of the gaussian to remove the high frequency noise. + LPFStandardDeviationRBC: float<μm> // Ellipse. factorNbPick: float // The number of computed ellipse per edge pixel. @@ -29,43 +30,45 @@ type Parameters = { darkStainLevel: float // Lower -> more sensitive. Careful about illumination on the borders. 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. - 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. + parasiteRadiusRatio: float32 // The ratio of the parasite radius of the RBC radius. + minimumParasiteAreaRatio: float32 // Factor of a RBC area. 0.5 means the half of RBC area. - infectionArea: float32 // Factor of a RBC area. 0.5 means the half of RBC area. + cytoplasmSensitivity: float // between 0 (the least sensitive) and 1 (the most sensitive). + + nucleusAreaRatio: float32 // Factor of a RBC area. 0.5 means the half of RBC area. 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. A cell with an area below this will be rejected. -} + minimumCellAreaFactor: float32 } // Factor of the mean RBC area. A cell with an area below this will be rejected. let defaultParameters = { - rbcDiameter = 8.<μm> - resolution = 220.e3 // Correspond to 50X. + rbcDiameter = 7.5<μm> + resolution = 220.e3 // 220.e3 Correspond to 50X. - ratioAreaPaleCenter = 1.f / 3.f // The ratio between an RBC area and the area of the its pale center. + ratioAreaPaleCenter = 2.f / 5.f // The ratio between an RBC area and the area of the its pale center. granulometryRange = 0.5f minRbcRadius = -0.3f maxRbcRadius = 0.3f - LPFStandardDeviation = 0.2<μm> // 8.5e-6. + LPFStandardDeviationParasite = 0.15<μm> + LPFStandardDeviationRBC = 0.2<μm> factorNbPick = 1.0 - darkStainLevel = 0.25 // 0.3 + darkStainLevel = 0.25 maxDarkStainRatio = 0.1 // 10 % - infectionArea = 0.012f // 1.2 % - infectionSensitivity = 0.9 + parasiteRadiusRatio = 0.5f // 40 % + + minimumParasiteAreaRatio = 0.02f // 2 % + cytoplasmSensitivity = 0.96 - stainArea = 0.08f // 8 % - stainSensitivity = 0.9 - maxStainRatio = 0.12 // 12 % + nucleusAreaRatio = 0.01f // 1.0 % + infectionSensitivity = 0.92 - standardDeviationMaxRatio = 0.5 // 0.5 + standardDeviationMaxRatio = 0.6 minimumCellAreaFactor = 0.4f } type RBCRadius (radius: float32, parameters: Parameters) = @@ -77,10 +80,12 @@ type RBCRadius (radius: float32, parameters: Parameters) = member this.Max = radius + parameters.maxRbcRadius * radius member this.Area = PI * radius ** 2.f - member this.MinArea = parameters.minimumCellAreaFactor * radius + member this.MinArea = parameters.minimumCellAreaFactor * this.Area + + member this.ParasiteRadius = parameters.parasiteRadiusRatio * radius - member this.InfectionArea = parameters.infectionArea * this.Area - member this.StainArea = parameters.stainArea * this.Area + member this.NucleusArea = parameters.nucleusAreaRatio * this.Area + member this.MinimumParasiteArea = parameters.minimumParasiteAreaRatio * this.Area override this.ToString() = sprintf "%d px (%.1f μm)" (Utils.roundInt <| 2.f * radius) (2. * this.μm) @@ -106,8 +111,12 @@ type Config (param: Parameters) = member val Debug = DebugOff with get, set - member this.LPFStandardDeviation = - let stdDeviation: float = (μmToInch parameters.LPFStandardDeviation) * parameters.resolution + member this.LPFStandardDeviationParasite = + let stdDeviation: float = (μmToInch parameters.LPFStandardDeviationParasite) * parameters.resolution + float stdDeviation + + member this.LPFStandardDeviationRBC = + let stdDeviation: float = (μmToInch parameters.LPFStandardDeviationRBC) * parameters.resolution float stdDeviation member this.RBCRadiusByResolution = rbcRadiusByResolution