common x-ray image intensity normalization

Hello, i am working on x-ray images. I have used online dataset (OAI) which consist of many x-ray images of different different illuminations. I want a help/code which can be used to normalize the intensity of images in the entire dataset to a common intensity or ilumination values.

Thanks in advance.