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ColorDistanceImage


Compares each pixel with the specified color using chromatic and non-chromatic information.

Name Type Range Description
inImage Image Unsigned color image used in comparison
inRoi Region* Range of pixels to be processed
inRgbColor Pixel Color to compare the image to
inChromaAmount Real 0.0 - 1.0 Proportion of chromatic information in distance computation
outValueImage Image Unsigned image of distances

Only the following inImage pixel formats are supported: 1xuint8, 2xuint8, 3xuint8, 4xuint8

Applications

Color analysis insensitive to changes of illumination.

Description

The operation computes the distance between each pixel of inImage and a specified color, presenting result as a monochromatic image. Input image should be in RGB color space.

Distance between pixels is computed using two measures:

  • Value distance - difference between pixel average values.
  • Chromatic distance - euclidean distance between pixel colors interpreted as points in N-dimensional space ( where N denotes the number of pixel channels ) rescaled to the (0.0 - 255.0) range.

The resulting distance is computed as a weighted average of these two values, parameter inChromaAmount ( 0.0 - 1.0 ) being the weight of the chromatic distance, and 1 - inChromaAmount being the weight of the value distance.

Examples

ColorDistanceImage run with inRgbColor = , inChromaAmount = 0.8

Hardware Acceleration

This operation supports automatic parallelization for multicore and multiprocessor systems.

Errors

This filter can throw an exception to report error. Read how to deal with errors here: Error Handling

Error type Description
RuntimeError Each pixel component of inRgbColor must be nonnegative in ColorDistanceImage

Complexity Level

This filter is available on Advanced Complexity Level.

See Also