The focus of the thesis was to process chest X-ray images for identification of separate parts. Most important is the recognition of rib cages as they are of utmost importance. Rib cages are differentiated from lungs and any other data that may occur due to noise effectively and efficiently. An algorithm was proposed to separate the rib cages from other structures using techniques of image processing