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mmswatershed
Detection of similarity-based watershed from markers.

Synopsis

function y = mmswatershed ( f , g , B , LINEREG )

Input

f Image Gray-scale (uint8 or uint16) image
g Image Gray-scale (uint8 or uint16) or binary image

Marker image. If binary, each connected component is an object marker. If gray, it is assumed it is a labeled image.

B Structuring Element

Default: 3x3 elementary cross

(watershed connectivity)

LINEREG String

Default: 'LINES'

Output image: 'LINES' or 'REGIONS'.

Output

y Image Gray-scale (uint8 or uint16) or binary image

Description

mmswatershed creates the image y by detecting the domain of the catchment basins of f indicated by g, according with the connectivity defined by B. This watershed is a modified version where each basin is defined by a similarity criterion between pixels. The original watershed is normally applied to the gradient of the image. In this case, the gradient is taken internally. According to the flag LINEREG y will be a labeled image of the catchment basins domain or just a binary image that presents the watershed lines. The implementation of this function is based on [LF00].

Examples

Numerical
f = uint8([...
    0,  0,  0,  0,  0,  0,  0;...
    0,  1,  0,  0,  0,  1,  0;...
    0,  1,  0,  0,  0,  1,  0;...
    0,  1,  1,  1,  1,  1,  0;...
    0,  1,  0,  0,  0,  0,  0;...
    0,  0,  0,  0,  0,  0,  0]);
m = uint8([...
    0,  0,  0,  0,  0,  0,  0;...
    0,  1,  0,  0,  0,  0,  0;...
    0,  0,  0,  0,  0,  0,  0;...
    0,  0,  0,  0,  0,  0,  0;...
    0,  0,  0,  0,  0,  0,  0;...
    0,  0,  0,  2,  0,  0,  0]);
mmswatershed(f,m,mmsecross,'REGIONS')
ans =
      2      2      2      2      2      2      2
      2      1      2      2      2      1      2
      2      1      2      2      2      1      2
      2      1      1      1      1      1      2
      2      1      2      2      2      2      2
      2      2      2      2      2      2      2

See also

mmcwatershed Detection of watershed from markers.
mmwatershed Watershed detection.
mmfreedom Control automatic data type conversion.
mmsebox Create a box structuring element.
mmsecross Diamond structuring element and elementary 3x3 cross.
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