CSCI 4220U – Computer Vision

This course introduces students to computer vision – the science and technology to make computers “see”. The goal of computer vision is to develop computational machinery to extract useful information from images and videos. The course will study various steps of the overall image analysis pipeline. Topics covered will include: image formation, image representation, segmentation, feature extraction, motion analysis, object detection, camera calibration, and 3D reconstruction. A secondary focus of this course will be to focus applications computer vision, including mobile vision, which rely heavily upon the fundamental theory and techniques covered in this course.
Credit hours: 3
Lecture hours: 3
Laboratory hours: 1.5
Prerequisite(s): CSCI 2010U and MATH 2050U
Experiential learning: Yes