X-ray image processing involves enhancing and analyzing X-ray images to improve diagnostic accuracy and extract meaningful information. It utilizes advanced algorithms and techniques such as filtering, segmentation, and feature extraction to aid radiologists in detecting abnormalities and making informed decisions.