I have three images that should have similar range of histogram is the rescaling a correct procedure?
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I have three images that should have similar range of histogram is the rescaling a correct procedure or there may be better solution?
I afraid of any lost of information in my images. Is there any better idea?
Editada: Image Analyst el 26 de Ag. de 2022
It really depends on what you want to achieve. Explain why you think you want all images to have a similar histogram. It might or might not be needed, depending on what your goal is. Also explain if you just want it for a visually pleasing and comparable display, or if you want to actually change the original pixel values into something different.
Plus we need to know why they're different in the first place. Should they be the same, but, for example, your camera automatically adjusts its parameters (so they're not the same for every photo), or your lighting flickers?
If (like @DGM mentioned) you're after something that will reshape the histograms to something custom, see my File Exchange program:
For example in the demo image below, I reshape the original histogram on the left to the silouhette of the woman as show on the right.
You can basically give any histogram you want, of any number of bins and any shape, and the process illustrated in the program will change the image such that the new histogram will have the number of bins and counts (shape) you specified.