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Courses - Fall 2023
Computer Science Department Site
Advanced Computer Graphics
Credits: 3
Grad Meth: Reg, Aud
Prerequisite: MATH240 and CMSC420; or permission of instructor.
An introduction to advanced concepts in computer graphics. Includes an introduction to realistic rendering based on physical properties of light transport, radiometric concepts, and the rendering equation; Monte Carlo integration techniques to solve the rendering equation such as path tracing and multiple importance sampling; and neural network techniques for efficient sampling and denoising. Further discusses recent advances in 3D modeling and reconstruction, such as neural network-based 3D reconstruction; inverse rendering using neural radiance fields and differentiable rendering; and generative modeling for images, videos, and 3D data.