MATLAB: Image Analysis

image analysis

How to calculate gray percentage of an gray scale image ? Like 50 % gray Level, 32% gray level….Please post your answers….Thanks in advance……..

Best Answer

This is ambigous so I guess I'll have to solve both scenarios. If you want to know what "percent gray" an image is, like you want to know if it really is "18% gray" then you'd do this:
maxGrayValue = intmax(class(grayImage))
meanGray = mean2(grayImage) 
percentGray = meanGray / single(maxGrayValue)
This can of course be combined into one line if you want. You may have heard about the "18% gray" assumption in photography: http://en.wikipedia.org/wiki/Gray_card , or http://en.wikipedia.org/wiki/Middle_gray
On the other hand, if you're wanting to find out what gray level has 32% of the pixels darker than that, you can use the CDF:
% Get the histogram.
[pixelCounts GLs] = imhist(grayImage);
% Get the cumulative distribution function.
cdf = cumsum(pixelCounts) / sum(pixelCounts);
% For example, find the gray level where 32% of the pixels are darker.
indexGray32 = find(cdf<=0.32, 1, 'last');
percentGray32 = GLs(indexGray32)
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