CS 4670 - Introduction to Computer Vision

Spring. 4 credits.

Prerequisite: CS 2110, CS 2800. Co-meets with CS 5670.

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 materials that make up an object, the names of people or things-through analysis of digital images or videos. The course covers a range of topics, including image processing and analysis, 3D reconstruction, vision algorithms for the Internet, deep learning for recognition, as well as key algorithmic and optimization techniques. This course emphasizes hands-on experience with computer vision, with several large programming projects.