CS 5670 - Introduction to Computer Vision

Fall. 4 credits.

Prerequisites: CS 2110, CS 2800.
Co-meets with CS 4670.

Staff.

An in-depth introduction to computer vision. The goal of computer vision is to compute properties of our world-the 3D shape of an environment, the motion of objects, the names of people or things-through analysis of digital images or videos. The course covers a range of topics, including 3D reconstruction, image segmentation, object recognition, and vision algorithms for the Internet, as well as key algorithmic and optimization techniques, such as graph cuts and non-linear least squares. This course emphasizes hands-on experience with computer vision, with several large programming projects.