ImageDev

RadialIntensityProfile2d

Computes a radial intensity profile on a 2D image.

Access to parameter description

This algorithm computes an intensity profile that consists in the average intensity at a distance r from a given center.

The output is a 3-column spreadsheet indicating, for each radius, the corresponding average intensity value and standard deviation.

See also

Function Syntax

This function returns outputMeasurement. 
// Function prototype
RadialIntensityProfileMsr::Ptr
radialIntensityProfile2d( std::shared_ptr< iolink::ImageView > inputImage,
                          RadialIntensityProfile2d::CenterMode centerMode,
                          iolink::Vector2u32 center,
                          uint32_t maximumRadius,
                          RadialIntensityProfileMsr::Ptr outputMeasurement = nullptr );
This function returns outputMeasurement. 
// Function prototype.
radial_intensity_profile_2d(input_image: idt.ImageType,
                            center_mode: RadialIntensityProfile2d.CenterMode = RadialIntensityProfile2d.CenterMode.IMAGE_CENTER,
                            center: Iterable[int] = [0, 0],
                            maximum_radius: int = 0,
                            output_measurement: Union[Any, None] = None) -> RadialIntensityProfileMsr
This function returns outputMeasurement. 
// Function prototype.
public static RadialIntensityProfileMsr
RadialIntensityProfile2d( IOLink.ImageView inputImage,
                          RadialIntensityProfile2d.CenterMode centerMode = ImageDev.RadialIntensityProfile2d.CenterMode.IMAGE_CENTER,
                          uint[] center = null,
                          UInt32 maximumRadius = 0,
                          RadialIntensityProfileMsr outputMeasurement = null );

Class Syntax

Parameters

Parameter Name Description Type Supported Values Default Value
input
inputImage
The input image. Any type of image is accepted. Image Binary, Label, Grayscale or Multispectral nullptr
input
centerMode
The way to define the origin of the radii.
IMAGE_CENTER The origin of the radii is the center of the input image.
OTHER The origin of the radii is user defined.
Enumeration IMAGE_CENTER
input
center
The origin of the radii in pixel coordinates. It is only used in OTHER mode. Vector2u32 Any value {0, 0}
input
maximumRadius
The radius in pixels up to which intensities are included in the profile. UInt32 Any value 0
output
outputMeasurement
The output object containing the computed radii, averaged intensities, and standard deviation. RadialIntensityProfileMsr nullptr
Parameter Name Description Type Supported Values Default Value
input
input_image
The input image. Any type of image is accepted. image Binary, Label, Grayscale or Multispectral None
input
center_mode
The way to define the origin of the radii.
IMAGE_CENTER The origin of the radii is the center of the input image.
OTHER The origin of the radii is user defined.
enumeration IMAGE_CENTER
input
center
The origin of the radii in pixel coordinates. It is only used in OTHER mode. vector2u32 Any value [0, 0]
input
maximum_radius
The radius in pixels up to which intensities are included in the profile. uint32 Any value 0
output
output_measurement
The output object containing the computed radii, averaged intensities, and standard deviation. RadialIntensityProfileMsr None
Parameter Name Description Type Supported Values Default Value
input
inputImage
The input image. Any type of image is accepted. Image Binary, Label, Grayscale or Multispectral null
input
centerMode
The way to define the origin of the radii.
IMAGE_CENTER The origin of the radii is the center of the input image.
OTHER The origin of the radii is user defined.
Enumeration IMAGE_CENTER
input
center
The origin of the radii in pixel coordinates. It is only used in OTHER mode. Vector2u32 Any value {0, 0}
input
maximumRadius
The radius in pixels up to which intensities are included in the profile. UInt32 Any value 0
output
outputMeasurement
The output object containing the computed radii, averaged intensities, and standard deviation. RadialIntensityProfileMsr null

Object Examples

auto polystyrene = ioformat::readImage( std::string( IMAGEDEVDATA_IMAGES_FOLDER ) + "polystyrene.tif" );

RadialIntensityProfile2d radialIntensityProfile2dAlgo;
radialIntensityProfile2dAlgo.setInputImage( polystyrene );
radialIntensityProfile2dAlgo.setCenterMode( RadialIntensityProfile2d::CenterMode::IMAGE_CENTER );
radialIntensityProfile2dAlgo.setCenter( {0, 0} );
radialIntensityProfile2dAlgo.setMaximumRadius( 255 );
radialIntensityProfile2dAlgo.execute();

std::cout << "mean: " << radialIntensityProfile2dAlgo.outputMeasurement()->mean( 0 , 0 , 0 ) ;

polystyrene = ioformat.read_image(imagedev_data.get_image_path("polystyrene.tif"))

radial_intensity_profile_2d_algo = imagedev.RadialIntensityProfile2d()
radial_intensity_profile_2d_algo.input_image = polystyrene
radial_intensity_profile_2d_algo.center_mode = imagedev.RadialIntensityProfile2d.IMAGE_CENTER
radial_intensity_profile_2d_algo.center = [0, 0]
radial_intensity_profile_2d_algo.maximum_radius = 255
radial_intensity_profile_2d_algo.execute()

print("mean: ", str(radial_intensity_profile_2d_algo.output_measurement.mean(0, 0, 0)))

ImageView polystyrene = ViewIO.ReadImage( @"Data/images/polystyrene.tif" );

RadialIntensityProfile2d radialIntensityProfile2dAlgo = new RadialIntensityProfile2d
{
    inputImage = polystyrene,
    centerMode = RadialIntensityProfile2d.CenterMode.IMAGE_CENTER,
    center = new uint[]{0, 0},
    maximumRadius = 255
};
radialIntensityProfile2dAlgo.Execute();

Console.WriteLine( "mean: " + radialIntensityProfile2dAlgo.outputMeasurement.mean( 0 , 0 , 0 ) );

Function Examples

auto polystyrene = ioformat::readImage( std::string( IMAGEDEVDATA_IMAGES_FOLDER ) + "polystyrene.tif" );

auto result = radialIntensityProfile2d( polystyrene, RadialIntensityProfile2d::CenterMode::IMAGE_CENTER, {0, 0}, 255 );

std::cout << "mean: " << result->mean( 0 , 0 , 0 ) ;

polystyrene = ioformat.read_image(imagedev_data.get_image_path("polystyrene.tif"))

result = imagedev.radial_intensity_profile_2d(polystyrene, imagedev.RadialIntensityProfile2d.IMAGE_CENTER, [0, 0], 255)

print("mean: ", str(result.mean(0, 0, 0)))

ImageView polystyrene = ViewIO.ReadImage( @"Data/images/polystyrene.tif" );

RadialIntensityProfileMsr result = Processing.RadialIntensityProfile2d( polystyrene, RadialIntensityProfile2d.CenterMode.IMAGE_CENTER, new uint[]{0, 0}, 255 );

Console.WriteLine(  "mean: " + result.mean( 0 , 0 , 0 )  );