How to check if all pixels in a large neighborhood (such as a square or triangle) are all non-zero values?

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Naim 2017-7-4

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评论： Walter Roberson 2017-7-5

I want to check if all pixels in a 9x9 box hold non-zero values. This square is centered around a xy coordinate that I have chosen. I wrote hideous code manually incrementing and decrementing the xy coordinates but this code is several dozen lines long and hard to manage! Is there a better way to do this, perhaps with the strel tool?

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Answer 1

Image Analyst 2017-7-4

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在 MATLAB Online 中打开

Simply use nnz() and pass it the 9 values in the window:

m = magic(9) % Sample data
% Define center of 3x3 window.
row = 3;
col = 3;
% Extract the 9 pixels in the window.
the9Pixels = m(row-1:row+1, col-1:col+1);
if nnz(the9Pixels) == 9
  msgbox('All 9 pixels have non-zero values')
else
  msgbox('Some of the 9 pixels have zero values')
end

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Naim 2017-7-4

编辑：Walter Roberson 2017-7-4

在 MATLAB Online 中打开

is there something similar to this for circles?

the9Pixels = m(row-1:row+1, col-1:col+1);

is there a way I can play around with this to make it a circle?

Image Analyst 2017-7-4

编辑：Image Analyst 2017-7-4

Not sure what you're meaning. If you still don't know what to do after reading the FAQ on circles, then write back.

http://matlab.wikia.com/wiki/FAQ#How_do_I_create_a_circle.3F

Or, if you want a bigger moving window, then use strel() with the 'disk' option.

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Answer 2

Walter Roberson 2017-7-4

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Take logical() of the array, to reduce the question to 0 vs 1 (pixel non-zero).

Use conv2() to pass in the logical array together with an array in which array elements are set to 1 in locations that need to be non-zero. If the status of the center pixel is not relevant be sure not to set it to 1 in the mask.

Now compare the result of the conv2 to nnz() of the mask. If the two are the same then all of the pixels in the mask region were set.

This process is essentially the same thing as "image dilation".