TopHatTransform

TopHatTransform[image,ker]

gives the morphological top-hat transform of image with respect to structuring element ker.

TopHatTransform[image,r]

gives the top-hat transform with respect to a range-r square.

TopHatTransform[data,]

applies top-hat transform to an array of data.

Details

  • TopHatTransform works with binary, grayscale, and other images.
  • TopHatTransform works with 3D as well as 2D images, and also with data arrays of any rank.
  • The structuring element ker is a matrix containing 0s and 1s.
  • TopHatTransform automatically pads structuring elements to have odd dimensions.
  • TopHatTransform[image,r] is equivalent to TopHatTransform[image,BoxMatrix[r]].
  • If multiple image channels are present, TopHatTransform operates on each of them separately.
  • TopHatTransform preserves regions smaller than the structuring element whose channel values are larger than their surroundings.

Examples

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Basic Examples  (4)

Extract thin lines from a multichannel image:

Remove disks larger than the structuring element:

Correct uneven illumination to count grains of rice:

Correct uneven illumination and remove the large feature:

Applications  (4)

Extract small, bright regions from a color image:

Subtract from the original image to remove small features:

Locate small bright regions of a specific color channel:

Use the mask as the alpha channel:

Correct uneven background illumination in a grayscale image:

Isolate the lightning in an image:

Interactive Examples  (1)

Use Manipulate to extract successively larger objects:

Introduced in 2008
 (7.0)
 |
Updated in 2012
 (9.0)