Abstract- With the help of Wireless Capsule Endoscopy (WCE), the small intestine can be seen in great detail on film. With WCE, a single session can generate almost 8 hours of footage. Its interpretation is a laborious job that demands extensive knowledge and is very stressful. In order to pre-process WCE footage and assist clinicians with its interpretation, the Model of Deformable Rings (MDR) was created. A streamlined simulation of a capsule's motion is used by the MDR to easily match (register) successive video frames. In essence, it computes motion descriptive properties and generates a two-dimensional model of the interior surface of the GI tract. The video segments that show seminary contractions, peristalsis, refraction phases, and areas of capsule retention are identified using the motion-descriptive characteristics. The experimental findings show that the MDR method increases the number of gastrointestinal landmarks and pathologies found.