ImageForestingComponents

ImageForestingComponents[image]
finds a segmentation of image, returning an integer matrix in which positive integers label different components.

ImageForestingComponents[image,marker]
tries to find a segmentation into components that include pixels indicated by marker.

ImageForestingComponents[image,marker,r]
finds components that are connected at a pixel scale given by r.

DetailsDetails

  • ImageForestingComponents[image,marker] generates a graph-based segmentation of image, starting with the pixels specified by marker.
  • ImageForestingComponents works with 3D as well as 2D images.
  • In ImageForestingComponents[image,marker], marker can be given either as an image, a graphics object, or a list of points in the standard image coordinate system, where x runs from 0 to image width and y runs from 0 to image height, and position corresponds to the bottom-left corner of the image.
  • Nonzero elements of marker are treated as weighted seeds for the segmentation.
  • ImageForestingComponents produces a complete segmentation, assigning each pixel to a foreground component.
  • ImageForestingComponents works with binary, grayscale, and arbitrary multichannel images.
  • ImageForestingComponents[image,marker,r] generates a segmentation where pixels in each component are connected within the radius r. The default radius setting is 2.
  • ImageForestingComponents[image,marker,{r1,r2}] specifies different radii in vertical and horizontal directions.
Introduced in 2010
(8.0)
| Updated in 2014
(10.0)