Overview

Description

CALENDAR DESCRIPTION:

Provides a unified introduction to the fundamentals of computer graphics and computer vision (visual computing). Topics include graphics pipelines, sampling and aliasing, geometric transformations, projection and camera models, meshing, texturing, color theory, image filtering and registration, shading and illumination, raytracing, rasterization, animation, optical flow, and game engines.

COURSE DETAILS:

Classical computer graphics has had a focus on realistic image synthesis, when given an explicitly defined 3D scene. In its modern era, graphics research has extended its reach to cover the synthesis and generation of all visual content, beyond scene projection and rendering. Hence, there is often a need to first acquire an understanding of the visual information being processed and created, which is an analysis task studied in computer vision. Indeed, modern computer graphics has seen “an increasing integration of techniques from computer vision” (from page 2 of “Computer Graphics, Principles and Practice, Third Edition, by Hughes, et al.). In this course, which will be co-taught by two instructors, we will offer an introduction to fundamental concepts and techniques in both computer graphics and computer vision, with more emphasis placed on material that is deemed central to both fields. With a focus on classical topics, we will also shed light on the most recent trend and developments in the fields and the interplay between them. Students completing this course will be well prepared for more advanced courses in both computer graphics and computer vision. Programming assignments will be conducted in WebGL for the graphics-related problems and MATLAB for vision-related ones.

How to take this course:
This course is composed of two mandatory and important parts: lecture videos and live lectures. Live lectures are accessible through Zoom where the recordings will be made available, as well as in-person. Every week, you need to watch the lecture videos before coming to the live lectures. The live lectures have many different activities that will help you develop your understanding, where we go over hard concepts and formulations in further detail, discuss your questions on previous week's subjects, programming assignments, and general discussions about every aspect of visual computing.

Online Lectures:
You do not need to attend the lectures in-person to get the best out of this course. All live lectures will be broadcast over Zoom, where you can ask questions and interact with the professor. The recordings of these lectures will also be made available.

COURSE-LEVEL EDUCATIONAL GOALS:

- Understanding the mathematical models and techniques fundamental to modern computer graphics
- Developing fundamental mathematical and coding skills essential in computer graphics
- Having a broader look at the field of Visual Computing, the place of Computer Graphics in it, and the relation of CG to Computer Vision

- Topics include image formation, image processing, image registration, rendering fundamentals, geometric modeling, animation

Grading

Materials

MATERIALS + SUPPLIES:

http://yaksoy.github.io/introvc/

REQUIRED READING NOTES: