object LOOCrossValidation
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- case class CrossValidationData(referenceColorSpace: ReferenceColorSpace, method: MappingMethod, statsDeltaE: DescriptiveStatistics, statsDeltaL: DescriptiveStatistics, statsDeltaA: DescriptiveStatistics, statsDeltaB: DescriptiveStatistics) extends Product with Serializable
- case class Deltas(deltaE: Double, deltaL: Double, deltaA: Double, deltaB: Double) extends Product with Serializable
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def
crossValidation(chart: ColorChart, referenceColorSpace: ReferenceColorSpace, mappingMethod: MappingMethod, observedSamples: Array[Array[Double]]): IndexedSeq[Deltas]
Compute leave-one-out error for each of the chips in the chart.
Compute leave-one-out error for each of the chips in the chart.
The error for a given chip is computed by excluding that chip from a chart. Color corrector is computed using all but that selected chip, then a delta between value of that chip and color computed for that chip by the corrector is determined (square root of sum of squares of color components differences).
- returns
deltas when each of the chips, in turn, is excluded. Each element in the sequence is a tuple: (deltaE, deltaL, deltaA, deltaB)
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def
crossValidation(chart: ColorChart, referenceColorSpace: ReferenceColorSpace, mappingMethod: MappingMethod, image: ImagePlus): IndexedSeq[Deltas]
Compute leave-one-out error for each of the chips in the chart.
Compute leave-one-out error for each of the chips in the chart.
The error for a given chip is computed by excluding that chip from a chart. Color corrector is computed using all but that selected chip, then a delta between value of that chip and color computed for that chip by the corrector is determined (square root of sum of squares of color components differences).
- returns
deltas when each of the chips, in turn, is excluded. Index of the delta is the same as of the excluded (test) chip.
- def crossValidationStats(chart: ColorChart, referenceColorSpace: ReferenceColorSpace, mappingMethod: MappingMethod, observedSamples: Array[Array[Double]]): CrossValidationData
- def crossValidationStats(chart: ColorChart, referenceColorSpace: ReferenceColorSpace, mappingMethod: MappingMethod, image: ImagePlus): CrossValidationData
- def crossValidationStatsAll(chart: ColorChart, observedSamples: Array[Array[Double]], referenceColorSpaces: Seq[ReferenceColorSpace], mappingMethods: Seq[MappingMethod]): Seq[CrossValidationData]
- def crossValidationStatsAll(chart: ColorChart, image: ImagePlus, referenceColorSpaces: Seq[ReferenceColorSpace], mappingMethods: Seq[MappingMethod]): Seq[CrossValidationData]
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Operations on color spaces and color images, including color calibration.
ij_plugins.color
is the root package for the project.Package
ij_plugins.color.calibration
contains color calibration.Package
ij_plugins.color.converter
contains conversions between color spaces.