monai.transforms.intensity.dictionary#

A collection of dictionary-based wrappers around the “vanilla” transforms for intensity adjustment defined in monai.transforms.intensity.array.

Class names are ended with ‘d’ to denote dictionary-based transforms.

Classes

AdjustContrastD

alias of AdjustContrastd

AdjustContrastDict

alias of AdjustContrastd

AdjustContrastd(keys, gamma[, invert_image, ...])

Dictionary-based wrapper of monai.transforms.AdjustContrast.

ClipIntensityPercentilesD

alias of ClipIntensityPercentilesd

ClipIntensityPercentilesDict

alias of ClipIntensityPercentilesd

ClipIntensityPercentilesd(keys, lower, upper)

Dictionary-based wrapper of monai.transforms.ClipIntensityPercentiles.

ComputeHoVerMapsD

alias of ComputeHoVerMapsd

ComputeHoVerMapsDict

alias of ComputeHoVerMapsd

ComputeHoVerMapsd(keys[, dtype, ...])

Compute horizontal and vertical maps from an instance mask It generates normalized horizontal and vertical distances to the center of mass of each region.

ForegroundMaskD

alias of ForegroundMaskd

ForegroundMaskDict

alias of ForegroundMaskd

ForegroundMaskd(keys[, threshold, ...])

Creates a binary mask that defines the foreground based on thresholds in RGB or HSV color space.

GaussianSharpenD

alias of GaussianSharpend

GaussianSharpenDict

alias of GaussianSharpend

GaussianSharpend(keys[, sigma1, sigma2, ...])

Dictionary-based wrapper of monai.transforms.GaussianSharpen.

GaussianSmoothD

alias of GaussianSmoothd

GaussianSmoothDict

alias of GaussianSmoothd

GaussianSmoothd(keys, sigma[, approx, ...])

Dictionary-based wrapper of monai.transforms.GaussianSmooth.

GibbsNoiseD

alias of GibbsNoised

GibbsNoiseDict

alias of GibbsNoised

GibbsNoised(keys[, alpha, allow_missing_keys])

Dictionary-based version of GibbsNoise.

HistogramNormalizeD

alias of HistogramNormalized

HistogramNormalizeDict

alias of HistogramNormalized

HistogramNormalized(keys[, num_bins, min, ...])

Dictionary-based wrapper of monai.transforms.HistogramNormalize.

KSpaceSpikeNoiseD

alias of KSpaceSpikeNoised

KSpaceSpikeNoiseDict

alias of KSpaceSpikeNoised

KSpaceSpikeNoised(keys, loc[, k_intensity, ...])

Dictionary-based wrapper of monai.transforms.KSpaceSpikeNoise.

MaskIntensityD

alias of MaskIntensityd

MaskIntensityDict

alias of MaskIntensityd

MaskIntensityd(keys[, mask_data, mask_key, ...])

Dictionary-based wrapper of monai.transforms.MaskIntensity.

MedianSmoothD

alias of MedianSmoothd

MedianSmoothDict

alias of MedianSmoothd

MedianSmoothd(keys, radius[, allow_missing_keys])

Dictionary-based wrapper of monai.transforms.MedianSmooth.

NormalizeIntensityD

alias of NormalizeIntensityd

NormalizeIntensityDict

alias of NormalizeIntensityd

NormalizeIntensityd(keys[, subtrahend, ...])

Dictionary-based wrapper of monai.transforms.NormalizeIntensity.

RandAdjustContrastD

alias of RandAdjustContrastd

RandAdjustContrastDict

alias of RandAdjustContrastd

RandAdjustContrastd(keys[, prob, gamma, ...])

Dictionary-based version monai.transforms.RandAdjustContrast.

RandBiasFieldD

alias of RandBiasFieldd

RandBiasFieldDict

alias of RandBiasFieldd

RandBiasFieldd(keys[, degree, coeff_range, ...])

Dictionary-based version monai.transforms.RandBiasField.

RandCoarseDropoutD

alias of RandCoarseDropoutd

RandCoarseDropoutDict

alias of RandCoarseDropoutd

RandCoarseDropoutd(keys, holes, spatial_size)

Dictionary-based wrapper of monai.transforms.RandCoarseDropout.

RandCoarseShuffleD

alias of RandCoarseShuffled

RandCoarseShuffleDict

alias of RandCoarseShuffled

RandCoarseShuffled(keys, holes, spatial_size)

Dictionary-based wrapper of monai.transforms.RandCoarseShuffle.

RandGaussianNoiseD

alias of RandGaussianNoised

RandGaussianNoiseDict

alias of RandGaussianNoised

RandGaussianNoised(keys[, prob, mean, std, ...])

Dictionary-based version monai.transforms.RandGaussianNoise.

RandGaussianSharpenD

alias of RandGaussianSharpend

RandGaussianSharpenDict

alias of RandGaussianSharpend

RandGaussianSharpend(keys[, sigma1_x, ...])

Dictionary-based wrapper of monai.transforms.GaussianSharpen.

RandGaussianSmoothD

alias of RandGaussianSmoothd

RandGaussianSmoothDict

alias of RandGaussianSmoothd

RandGaussianSmoothd(keys[, sigma_x, ...])

Dictionary-based wrapper of monai.transforms.GaussianSmooth.

RandGibbsNoiseD

alias of RandGibbsNoised

RandGibbsNoiseDict

alias of RandGibbsNoised

RandGibbsNoised(keys[, prob, alpha, ...])

Dictionary-based version of RandGibbsNoise.

RandHistogramShiftD

alias of RandHistogramShiftd

RandHistogramShiftDict

alias of RandHistogramShiftd

RandHistogramShiftd(keys[, ...])

Dictionary-based version monai.transforms.RandHistogramShift.

RandKSpaceSpikeNoiseD

alias of RandKSpaceSpikeNoised

RandKSpaceSpikeNoiseDict

alias of RandKSpaceSpikeNoised

RandKSpaceSpikeNoised(keys[, prob, ...])

Dictionary-based version of monai.transforms.RandKSpaceSpikeNoise.

RandRicianNoiseD

alias of RandRicianNoised

RandRicianNoiseDict

alias of RandRicianNoised

RandRicianNoised(keys[, prob, mean, std, ...])

Dictionary-based version monai.transforms.RandRicianNoise.

RandScaleIntensityD

alias of RandScaleIntensityd

RandScaleIntensityDict

alias of RandScaleIntensityd

RandScaleIntensityFixedMeanD

alias of RandScaleIntensityFixedMeand

RandScaleIntensityFixedMeanDict

alias of RandScaleIntensityFixedMeand

RandScaleIntensityFixedMeand(keys, factors)

Dictionary-based version monai.transforms.RandScaleIntensity.

RandScaleIntensityd(keys, factors[, prob, ...])

Dictionary-based version monai.transforms.RandScaleIntensity.

RandShiftIntensityD

alias of RandShiftIntensityd

RandShiftIntensityDict

alias of RandShiftIntensityd

RandShiftIntensityd(keys, offsets[, safe, ...])

Dictionary-based version monai.transforms.RandShiftIntensity.

RandStdShiftIntensityD

alias of RandStdShiftIntensityd

RandStdShiftIntensityDict

alias of RandStdShiftIntensityd

RandStdShiftIntensityd(keys, factors[, ...])

Dictionary-based version monai.transforms.RandStdShiftIntensity.

SavitzkyGolaySmoothD

alias of SavitzkyGolaySmoothd

SavitzkyGolaySmoothDict

alias of SavitzkyGolaySmoothd

SavitzkyGolaySmoothd(keys, window_length, order)

Dictionary-based wrapper of monai.transforms.SavitzkyGolaySmooth.

ScaleIntensityD

alias of ScaleIntensityd

ScaleIntensityDict

alias of ScaleIntensityd

ScaleIntensityRangeD

alias of ScaleIntensityRanged

ScaleIntensityRangeDict

alias of ScaleIntensityRanged

ScaleIntensityRangePercentilesD

alias of ScaleIntensityRangePercentilesd

ScaleIntensityRangePercentilesDict

alias of ScaleIntensityRangePercentilesd

ScaleIntensityRangePercentilesd(keys, lower, ...)

Dictionary-based wrapper of monai.transforms.ScaleIntensityRangePercentiles.

ScaleIntensityRanged(keys, a_min, a_max[, ...])

Dictionary-based wrapper of monai.transforms.ScaleIntensityRange.

ScaleIntensityd(keys[, minv, maxv, factor, ...])

Dictionary-based wrapper of monai.transforms.ScaleIntensity.

ShiftIntensityD

alias of ShiftIntensityd

ShiftIntensityDict

alias of ShiftIntensityd

ShiftIntensityd(keys, offset[, safe, ...])

Dictionary-based wrapper of monai.transforms.ShiftIntensity.

StdShiftIntensityD

alias of StdShiftIntensityd

StdShiftIntensityDict

alias of StdShiftIntensityd

StdShiftIntensityd(keys, factor[, nonzero, ...])

Dictionary-based wrapper of monai.transforms.StdShiftIntensity.

ThresholdIntensityD

alias of ThresholdIntensityd

ThresholdIntensityDict

alias of ThresholdIntensityd

ThresholdIntensityd(keys, threshold[, ...])

Dictionary-based wrapper of monai.transforms.ThresholdIntensity.