Topics in 3D Computer Vision and Deep Learning

Not offered this year
Offered every year, last taught:

Fall 2021

We live in a 3D world where all objects span 3 dimensions (length, width, and height). Cameras that image the world project 3D information to a 2D plane. How can we recover the 3D world back from 2D images? In this course we will learn about computer vision and deep learning techniques to recover 3D information of the world from images. We will study classical computer vision techniques but focus on cutting-edge deep learning methods. If you always wondered about the algorithms behind self-driving cars and AR face filter apps on your phone, then this course is for you.