How to calculate no. of pixels having value greater than a particular RGB value?

I want to calculate the no. of pixels having value greater than a particular RGB value for eg. lets say 180. (pic(mm,nn,1) > 180 && pic(mm,nn,2) > 180 && pic(mm,nn,3) > 180).

Answers (3)

% Extract the individual red, green, and blue color channels and threshold them.
binaryR = rgbImage(:, :, 1) > 180;
binaryG = rgbImage(:, :, 2) > 180;
binaryB = rgbImage(:, :, 3) > 180;
% AND the binary images together to find out where ALL THREE are > 180.
binaryImage = binaryR & binaryG & binaryB;
% Count the number of pixels where it's true that all 3 are > 180;
pixelCount = sum(binaryImage(:));

4 Comments

By the way, why not just convert to gray scale immediately by taking one of the color channels? All the channels look identical anyway.
pixelCount=sum(binaryImage(:)); i think this will only give us the total pixel intensity. for example, if 10 pixels are having the intensity of 50, this comment will give us 500 which is the total intensity value of the pixels present in thet image.
if i'm wrong please let me know.
"if i'm wrong please let me know."
You're wrong. binaryImage is 1 when all 3 channels of the pixel is above the threshold, and 0 otherwise. Hence the sum is the number of pixels, Image Analyst could have used nnz instead:
pixelCount = nnz(binaryImage);

Sign in to comment.

Categories

Asked:

on 6 Nov 2013

Commented:

on 8 Nov 2018

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!