Extract data from a histogram
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elTurco
le 7 Avr 2023
Modifié(e) : Image Analyst
le 7 Avr 2023
I have a 256 x 256 pixel gray image. I drew the histogram of this image in matlab. I need to find the total number of pixels in each of the 0-64,64-128,128-192 and 192-255 gray levels. I've plotted the histogram but I can't get the pixel values. Is anyone you help?
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Image Analyst
le 7 Avr 2023
Try this:
grayImage = imread('cameraman.tif');
subplot(2, 1, 1);
imshow(grayImage, []);
subplot(2, 1, 2);
imhist(grayImage); % Display histogram
grid on;
edges = [0 : 64 : 255, 255]
[counts, edges] = histcounts(grayImage, edges)
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Image Analyst
le 7 Avr 2023
Modifié(e) : Image Analyst
le 7 Avr 2023
For example, for one range:
mask = (grayImage >= 0) & (grayImage <= 64);
numPixelsInRange = nnz(mask)
stdDev = std(grayImage(mask))
theMean = mean(grayImage(mask))
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dpb
le 7 Avr 2023
Déplacé(e) : Image Analyst
le 7 Avr 2023
Use histcounts as direct solution instead. The data are inside the histogram but you've got to go "handle diving" to retrieve them if you didn't save the object handle when called it; if you did then see the 'Properties' section of the doc for it (link to in the 'See Also') section. All in all, it's easier to just use histcounts
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