Matlab - 图像动量计算 [英] Matlab - Image Momentum Calculation

问题描述

是否有允许计算图像力矩的函数或工具箱？

Is there a function or a toolbox which allows for computation of Image Moment?

http://en.wikipedia.org/wiki/Image_moment

我要申请的数据类型这个函数是二进制的。它基本上是一个填充0和1的矩阵。

The type of data on which I want to apply this function is binary. It is basically a matrix filled with 0 and 1.

Data =

     1     0     0     0     0     0
     1     1     1     0     1     1
     0     1     1     1     1     0
     1     0     1     1     0     0
     0     1     1     0     0     0
     1     1     0     0     0     0
     0     0     0     0     0     0
     1     0     0     1     0     0

我想在这类数据上应用图像时刻。是否有针对此类数据的最佳Matlab实现？

And I want to apply image moments on this type of data. Is there any optimal Matlab implementation for this type of data?

推荐答案

在上一个答案，我已经为<$ c $的子集写了一个实现c> regionprops 功能。目标是找到图像方向，这是从图像时刻中获得的。以下是与您相关的部分：

In a previous answer of mine, I had written an implementation for a subset of the regionprops function. The goal was to find image orientation, which was derived from the image moments. Here is the part relevant to you:

function outmom = raw_moments(im,i,j)
    outmom = sum(sum( ((1:size(im,1))'.^j * (1:size(im,2)).^i) .* im ));
end

function cmom = central_moments(im,i,j)
    rawm00 = raw_moments(im,0,0);
    centroids = [raw_moments(im,1,0)/rawm00 , raw_moments(im,0,1)/rawm00];
    cmom = sum(sum( (([1:size(im,1)]-centroids(2))'.^j * ...
                     ([1:size(im,2)]-centroids(1)).^i) .* im ));
end

该代码遵循维基百科文章中的公式，因此无需其他说明..

The code follows the equations from the Wikipedia article, so no additional explanation is needed..

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