用于NLFILTER的MATLAB匿名函数句柄

Question

我有以下函数可以计算GLCM，然后计算给定的统计参数。我想将这个函数传递给NLFILTER来完成整个图像的计算（在小窗口中，例如卷积）。我已经那么NLFILTER设置使用并行计算工具箱来运行，所以我真的很想功能转换我有如下：

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 

我真的停留在如何将其转换为适合于功能手柄与NLFILTER一起使用。有任何想法吗？谢谢。

Answer 1

当您创建一个匿名函数，你可以在函数定义传递附加的，静态的参数：

%# 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)