Image Processing Toolbox™

imhmax - H-maxima transform

Syntax

I2 = imhmax(I,h)
I2 = imhmax(I,h,conn)

Description

I2 = imhmax(I,h) suppresses all maxima in the intensity image I whose height is less than h, where h is a scalar.

Regional maxima are connected components of pixels with a constant intensity value, and whose external boundary pixels all have a lower value.

By default, imhmax uses 8-connected neighborhoods for 2-D images, and 26-connected neighborhoods for 3-D images. For higher dimensions, imhmax uses conndef(ndims(I),'maximal').

I2 = imhmax(I,h,conn) computes the H-maxima transform, where conn specifies the connectivity. conn can have any of the following scalar values.

Connectivity can be defined in a more general way for any dimension by using for conn a 3-by-3-by- ...-by-3 matrix of 0's and 1's. The 1-valued elements define neighborhood locations relative to the center element of conn. Note that conn must be symmetric about its center element.

Class Support

I can be of any nonsparse numeric class and any dimension. I2 has the same size and class as I.

Examples

a = zeros(10,10);
a(2:4,2:4) = 3;  % maxima 3 higher than surround
a(6:8,6:8) = 8;  % maxima 8 higher than surround
b = imhmax(a,4); % only the maxima higher than 4 survive.

See Also

conndef, imextendedmax, imhmin, imreconstruct, imregionalmax

Reference

[1] Soille, P., Morphological Image Analysis: Principles and Applications, Springer-Verlag, 1999, pp. 170-171.

imhist

imhmin