This is an advanced graduate course that deals with classical (or geometric) and deep learning methods in computer vision. This course starts by exploring the mathematical foundations of computer vision and advances to the recent deep learning methods. The course objective is to introduce formal tools in perception for students who are interested in Robot Autonomy and 3D Perception.
For previous courses offered by Chahat Deep Singh, please visit here.