How to find local minima in a image histogram?

Hello, I have few search about it in google. but i'm confused :( I would like to search for the first (leftmost) local minimum in the image histogram. For example the attached image is histogram of sample image. and we need local minima. I need just one number. Thanks

Answers (1)

Use diff() to get the difference between the n+1st bin and the nth bin. Then use find to get the index
[counts, grayLevels] = imhist(grayImage);
index = find(diff(counts) >= 0, 1, 'first');
minGL = grayLevels(index);

5 Comments

Should that be
index = find(diff(counts) >= 0, 1, 'first');
Yes, thanks for correcting. I'll fix it.
Thanks, But just 0 or 1 is result. :( For example i test cameraman.tif and minGL is 0
That would not be uncommon. Suppose an image had no true black, then the first histogram entry would be a count of 0. The very first shade that did occur would have a non-zero entry, which is an increase. You would have a local minimum of 0 from the first bin to the first bin that had some data, at which point you would have an increase.
Yes, that's the first place where the histogram is flat. Perhaps you want findpeaks() where you get more control over how big a peak or valley you detect.

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Asked:

on 20 Oct 2017

Edited:

on 20 Oct 2017

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