Master Thesis on “Enhancement of Iris Recognition system using Deep learning in Image Segmentation”

2023-04-14T19:06:44+00:00

A master thesis was discussed in Department of Computer Engineering / College of Engineering at University of Mosul entitled "Enhancement of Iris Recognition system using Deep learning in Image Segmentation" submitted by (Ruaa Waleed Jalal), Supervised ByAsst. Prof. Dr. Mayada Faris Ghanimon Sunday, June 06, 2022.The thesis presented a deep learning technique for improving iris segmentation performance called SegNet, which performs joint semantic segmentation of ocular qualities (iris and pupil) with greater accuracy in unconstrained scenarios. Specular reflections, eye contact, off-angle shots, low resolution, and various occlusions, particularly due to eyelids and eyelashes, are visible in the images captured in these [Read More]