A master's thesis at the Faculty of Computer Science and Information Technology discussed the improved total contrast model for removing noise from satellite images.The thesis presented by the student, Mohammed Ahmed Jassim, aims to improve the mathematical model of a model of total contrast and address the problem of noise in satellite images, through the introduction of a mathematical modification that ensures computational stability and higher efficiency in software implementation, noise reduction while maintaining image quality and accuracy.