In the last decades. the visual navigation system has been investigated by many researchers as an aided navigation system for Inertial Navigation System (INS) in the Unmanned Aerial Vehicles (UAV). In this research. for improving the INS errors a new approach based on feature tracking algorithm is used. https://www.lorenametaute.com/