HitMissTransform

HitMissTransform[image,ker]

gives the hit-or-miss transform of image with respect to the composite structuring element ker.

HitMissTransform[image,{ker1,ker2,…}]

gives the union of the hit-or-miss transforms for all the structuring elements keri.

HitMissTransform[image,{ker1,ker2,…},t]

treats values above t as foreground.

Details and Options

  • HitMissTransform is an image morphology operation that is commonly used to detect positions where a specific pattern such as a corner or an endpoint occurs in the image.
  • HitMissTransform works with arbitrary 2D and 3D images.
  • The composite structuring element ker is a matrix containing (foreground), (background), and (don't care) elements.
  • The structuring element is automatically padded with zeros to have odd dimensions.
  • HitMissTransform takes a Padding option. The default setting is Padding->1.

Examples

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Basic Examples  (5)

Find all foreground pixels that are below a background pixel:

Find runs of three foreground pixels below three background pixels:

Find bottom-right corners:

Find all corners by specifying four structuring elements:

Find the larger disks:

Scope  (9)

Data  (4)

Find background pixels on top of foreground pixels:

On a grayscale image, all values above 0 are treated as foreground:

Specify a different foreground/background threshold:

On a color image, all values above 0 are treated as foreground:

Specify a different foreground/background threshold:

Hit-or-miss transformation of a 3D image:

Kernel  (5)

Find all foreground locations that fit a uniform structuring element:

Find all background locations that fit a uniform structuring element:

Find a specific pattern of foreground and background pixels:

Find corners using four structuring elements:

Use a 3D composite structuring element that exactly matches the shape and size of a foreground object:

Wolfram Research (2008), HitMissTransform, Wolfram Language function, https://reference.wolfram.com/language/ref/HitMissTransform.html (updated 2012).

Text

Wolfram Research (2008), HitMissTransform, Wolfram Language function, https://reference.wolfram.com/language/ref/HitMissTransform.html (updated 2012).

CMS

Wolfram Language. 2008. "HitMissTransform." Wolfram Language & System Documentation Center. Wolfram Research. Last Modified 2012. https://reference.wolfram.com/language/ref/HitMissTransform.html.

APA

Wolfram Language. (2008). HitMissTransform. Wolfram Language & System Documentation Center. Retrieved from https://reference.wolfram.com/language/ref/HitMissTransform.html

BibTeX

@misc{reference.wolfram_2024_hitmisstransform, author="Wolfram Research", title="{HitMissTransform}", year="2012", howpublished="\url{https://reference.wolfram.com/language/ref/HitMissTransform.html}", note=[Accessed: 22-November-2024 ]}

BibLaTeX

@online{reference.wolfram_2024_hitmisstransform, organization={Wolfram Research}, title={HitMissTransform}, year={2012}, url={https://reference.wolfram.com/language/ref/HitMissTransform.html}, note=[Accessed: 22-November-2024 ]}