In the College of science, University of Baghdad, a master’s thesis was discussed, tagged “Multi-Focal Image Fusion Method Using Convolutional Neural Network” by the research student Nibras Amir Mohammed Ali and presented to the Computer Sciences Department under the supervision by Dr. Mohammed S.