Extract data from a histogram
    6 views (last 30 days)
  
       Show older comments
    
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?
0 Comments
Accepted Answer
  Image Analyst
      
      
 on 7 Apr 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)
2 Comments
  Image Analyst
      
      
 on 7 Apr 2023
				
      Edited: Image Analyst
      
      
 on 7 Apr 2023
  
			For example, for one range:
mask = (grayImage >= 0) & (grayImage <= 64);
numPixelsInRange = nnz(mask)
stdDev = std(grayImage(mask))
theMean = mean(grayImage(mask))
More Answers (1)
  dpb
      
      
 on 7 Apr 2023
        
      Moved: Image Analyst
      
      
 on 7 Apr 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 
0 Comments
See Also
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!


