manipulate pixels in an image
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Is there a way to include the neighboring pixels into a pixel - in other ways, to include 9 pixels into 1? I dont want to just zoom out, rather I need to adjust the pixel values accordingly and to decrease the amount of total pixels. Thanks in advance.
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Image Analyst
am 7 Jun. 2011
How about
smallerImage = largerImage(1:3:end, 1:3:end) % Subsamples
or to average instead of subsample:
smallerImage = conv2(single(largerImage), ones(3)/9, 'same'); % To average, but same size.
smallerImage = smallerImage (1:3:end, 1:3:end) % Then subsamples to resize.
You might want to cast smallerImage to uint8 if you want to display it with imshow().
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Bjorn Gustavsson
am 7 Jun. 2011
Something like this will do it:
img_in = randn(36);
M = eye(size(img_in,1)/3);
idx = sort(repmat(1:size(M,1),3,1));
M = M(:,idx);
img_out = M*(M*img_in')'/9;
Obviously I haven't bothered comparing this with a straightforward looped algorithm, but this doesn't scale well att all with size...
...something like O(n^3) when I guess a looped should scale with O(n^2).
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Titus Edelhofer
am 7 Jun. 2011
Hi,
if you have the image processing toolbox, you can use the function imresize.
Titus
Jonas Reber
am 7 Jun. 2011
if you don't have it you could take a look at e.g. http://www.mathworks.com/matlabcentral/fileexchange/4658-updownsample
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