Match color of images by common areas

I've a batch of images made by different sensors, and now I want to adjust the color so that they look similar/identical. The idea is based on the color matching with a reference chart (Macbeth chart)

The image show roughly the same areas and are already aligned. Now I want to match all color by common areas.

How can I achieve that?

What I achieved already:

1. Extract rgb color from each common area in all images
2. Transform in linear LAB / HSV colorspace

How can I estimate the transformation function to match the color?

[darova]

Can you please attach some images?

Answer 1

[Dinesh Yadav]

You can have a look at following articles that might help you.

https://www.mathworks.com/matlabcentral/answers/397488-matching-colors-of-source-image-to-target-image

https://www.mathworks.com/matlabcentral/answers/74168-color-matching-and-comparison

https://www.mathworks.com/matlabcentral/answers/111477-shade-color-matching-of-the-input-image-with-reference-shade-chart