medipt.transforms package

Subpackages

• medipt.transforms.intensity package
  • Submodules
  • medipt.transforms.intensity.change_image_gamma module
    • change_gamma()
    • change_gamma_unnormalized()
    • random_change_gamma()
    • scale()
  • medipt.transforms.intensity.clamp_intensity module
    • ClampIntensity
  • medipt.transforms.intensity.gaussian_blur module
    • GaussianBlur
    • RandomGaussianBlur
  • medipt.transforms.intensity.gaussian_noise module
    • GaussianNoise
    • RandomGaussianNoise
  • medipt.transforms.intensity.intensity_utils_np module
    • change_image_gamma_np()
    • clamp_intensity_np()
    • gaussian_blur_np()
    • gaussian_noise_np()
    • rescale_intensity_np()
    • rescale_intensity_window_np()
    • shift_scale_intensity_np()
  • medipt.transforms.intensity.intensity_utils_sitk module
    • change_image_gamma_sitk()
    • clamp_intensity_sitk()
    • gaussian_blur_sitk()
    • gaussian_noise_sitk()
    • min_max_intensity_sitk()
    • rescale_intensity_sitk()
    • rescale_intensity_window_sitk()
    • shift_scale_intensity_sitk()
  • medipt.transforms.intensity.rescale_intensity module
    • RescaleIntensity
  • medipt.transforms.intensity.shift_scale_intensity module
    • ShiftScaleIntensity
  • Module contents
• medipt.transforms.spatial package
  • Subpackages
    • medipt.transforms.spatial.functional_legacy package
      • Submodules
      • medipt.transforms.spatial.functional_legacy.flipping module
      • medipt.transforms.spatial.functional_legacy.rotation module
      • medipt.transforms.spatial.functional_legacy.scaling module
      • medipt.transforms.spatial.functional_legacy.translation module
      • Module contents
  • Submodules
  • medipt.transforms.spatial.composite_transform module
    • CompositeTransform
      • CompositeTransform.add_transforms()
      • CompositeTransform.create_composite()
      • CompositeTransform.create_inverse_composite()
    • composite_transform()
  • medipt.transforms.spatial.elastic_deformation_transform module
    • ElasticDeformation
      • ElasticDeformation.get_displacement_field()
      • ElasticDeformation.get_inverse_transform()
      • ElasticDeformation.get_inverted_displacement_field()
      • ElasticDeformation.get_inverted_transform_from_displacement()
      • ElasticDeformation.get_transform()
    • ElasticDeformationInputImage
      • ElasticDeformationInputImage.get_transform_on_input()
    • ElasticDeformationOutputImage
      • ElasticDeformationOutputImage.get_transform_on_output()
    • RandomElasticDeformation
      • RandomElasticDeformation.get_random_spline_params()
      • RandomElasticDeformation.get_random_transform()
    • RandomElasticDeformationTransformInputImage
      • RandomElasticDeformationTransformInputImage.get_random_transform_on_input()
    • RandomElasticDeformationTransformOutputImage
      • RandomElasticDeformationTransformOutputImage.get_random_transform_on_output()
  • medipt.transforms.spatial.flipping_transform module
    • FlippingTransform
      • FlippingTransform.get_transform()
    • RandomFlipping
      • RandomFlipping.get_random_transform()
  • medipt.transforms.spatial.random_affine_transform module
    • RandomAffineTransform
  • medipt.transforms.spatial.rotation_transform module
    • RandomRotation
      • RandomRotation.get_random_transform()
    • RotationTransform
      • RotationTransform.get_transform()
  • medipt.transforms.spatial.scaling_transform module
    • RandomScaling
      • RandomScaling.get_random_transform()
    • RandomUniformScaling
      • RandomUniformScaling.get_random_transform()
    • ScalingTransform
      • ScalingTransform.get_scale_transform()
      • ScalingTransform.get_transform()
  • medipt.transforms.spatial.spatial_transform module
    • SpatialTransform
      • SpatialTransform.get_displacement_field()
      • SpatialTransform.get_image_params()
      • SpatialTransform.get_input_center()
      • SpatialTransform.get_input_origin()
      • SpatialTransform.get_input_output_space()
      • SpatialTransform.get_inverse_transform()
      • SpatialTransform.get_inverted_displacement_field()
      • SpatialTransform.get_inverted_transform_from_displacement()
      • SpatialTransform.get_output_center()
      • SpatialTransform.get_output_origin()
      • SpatialTransform.get_random_point()
  • medipt.transforms.spatial.spatial_transform_init module
    • SpatialTransformInit
      • SpatialTransformInit.elastic_deformation_input_image()
      • SpatialTransformInit.elastic_deformation_transform()
      • SpatialTransformInit.flipping_transform()
      • SpatialTransformInit.random_bbox_translation()
      • SpatialTransformInit.random_coord_translation()
      • SpatialTransformInit.random_elastic_deformation_input_image()
      • SpatialTransformInit.random_elastic_deformation_output_image()
      • SpatialTransformInit.random_elastic_deformation_transform()
      • SpatialTransformInit.random_flipping_transform()
      • SpatialTransformInit.random_rotation_transform()
      • SpatialTransformInit.random_scaling_transform()
      • SpatialTransformInit.random_translation_transform()
      • SpatialTransformInit.random_uniform_scaling_transform()
      • SpatialTransformInit.rotation_transform()
      • SpatialTransformInit.scaling_transform()
      • SpatialTransformInit.translate_input_center_to_input_origin()
      • SpatialTransformInit.translate_input_center_to_output_center()
      • SpatialTransformInit.translate_input_origin_to_output_center()
      • SpatialTransformInit.translate_random_input_center_to_input_origin()
      • SpatialTransformInit.translation_transform()
  • medipt.transforms.spatial.translation_transform module
    • RandomBBoxTranslation
      • RandomBBoxTranslation.get_random_transform()
    • RandomCoordTranslation
      • RandomCoordTranslation.get_random_transform()
    • RandomFactorInput
      • RandomFactorInput.get_transform()
    • RandomTranslation
      • RandomTranslation.get_random_transform()
    • TranslateInputCenterToInputOrigin
      • TranslateInputCenterToInputOrigin.get_transform()
    • TranslateInputCenterToOutputCenter
      • TranslateInputCenterToOutputCenter.get_transform()
    • TranslateInputOriginToOutputCenter
      • TranslateInputOriginToOutputCenter.get_transform()
    • TranslateRandomInputCenterToInputOrigin
      • TranslateRandomInputCenterToInputOrigin.get_transform()
    • TranslationTransform
      • TranslationTransform.get_transform()
  • Module contents

Submodules

medipt.transforms.transform_coordinate module

class medipt.transforms.transform_coordinate.TransformCoordinate(*args, **kwargs)

Bases: object

transform_coordinate(phys_coordinate, transform, *args, **kwargs)

Return type:

Union[List[Union[int, float]], Tuple[Union[int, float], ...], float]

Parameters:

• phys_coordinate (List[int | float] | Tuple[int | float, ...] | float) –

• transform (Transform) –

Module contents