Image Processing

3 credits · College of Engineering catalogue

Advisory Prerequisite: ECE 551; Co-requisite: ECE 501. Enforced Prerequisite: None. (3 credits) Sampling, filtering, 2D Fourier transforms, interpolation, edge detection, enhancement, denoising, restoration, segmentation, random field models of images, Bayesian methods, wavelets and sparsity models. Applications include optical imaging, biomedical images, video and image compression. Student projects based on recent image processing literature. Projects are overseen/graded by faculty and may also involve mentoring by representatives from external organizations.