MATLAB匿名函数句柄与NLFILTER一起使用

问题描述

我有以下函数来计算GLCM然后计算给定的统计参数。我想将此函数传递给NLFILTER来计算整个图像（在小窗口中，例如卷积）。我已经将NLFILTER设置为使用并行计算工具箱运行，所以我真的想转换下面的函数：

I have the following function which calculates a GLCM and then a given statistic parameter. I would like to pass this function to NLFILTER to do the calculation for a whole image (in small windows, e.g. convolution). I already have then NLFILTER set up to run using the parallel computing toolbox, so I would really like to convert the function I have below:

function [s]=glcm(img,meth)
%GLCM calculates a Gray Level Co-occurence matrix & stats for a given sub
% image.
% Input: Sub Image (subI) and a method (meth)...
%        'Contrast','Correlation','Energy','Homogeneity'
%

subI=uint8(img);
m=graycomatrix(img,'Offset',[0 1],'NumLevels',8,'Symmetric',true);

if meth(1:3)=='con'
    s=graycoprops(m,'Contrast');
    s=s.Contrast;
elseif meth(1:3)=='cor'
    s=graycoprops(m,'Correlation');
    s=s.Correlation;
elseif meth(1:3)=='ene'
    s=graycoprops(m,'Energy');
    s=s.Energy;
elseif meth(1:3)=='hom'
    s=graycoprops(m,'Homogeneity');
    s=s.Homogeneity;
else
    error('No method selected.')
end

我真的很困惑如何将其转换为适合与NLFILTER一起使用的函数句柄。有任何想法吗？谢谢。

I am really stuck on how to convert this to a function handle suitable for use with NLFILTER. Any ideas? Thanks.

推荐答案

创建匿名函数时，可以在函数定义中传递其他静态参数：

When you create an anonymous function, you can pass additional, static arguments in the function definition:

%# define the method
method = 'ene';

%# create an anonymous function that takes one input argument
%# and that passes the `method` defined above
%# as an argument to glcm
anonFcn = @(x)glcm(x,method);

%# apply to your image with whatever window size you're interested in
out = nlfilter(yourImage,windowSize,anonFcn)

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