CS 598 AIG - Special Topics - AI & Comp Vis mt Comp Graphics
Subject offerings of new and developing areas of knowledge in computer science intended to augment the existing curriculum. See Class Schedule or departmental course information for topics and prerequisites. Course Information: May be repeated in the same or separate terms if topics vary.
CS 598: AI and computer vision meet computer graphics This course will look at the impact of recent vision and learning methods on rendering, geometry, animation and computational photography. Topics include: basic rendering, differentiable and neural rendering, intrinsic images and BRDF estimation, image transformations, relighting images, predicting novel views, colorization, style transfer, geometry estimation and deformation; motion estimation and transfer for animation, and facial animation. Students will be expected to: read and present recent papers; implement current methods successfully; and offer a final project. This course is mostly suitable for graduate students. It is strongly suggested that students are fluent programming skills; at least one course in machine learning; some experience in computer graphics.
Option 1Number of Required Visit(s): 0
Course Level: Graduate