“Level Set and PDE Methods for Computer Graphics” by Breen, Sapiro, Fedkiw, Osher and Whitaker
Conference:
Type(s):
Entry Number: 10
Title:
- Level Set and PDE Methods for Computer Graphics
Course Organizer(s):
Presenter(s)/Author(s):
Abstract:
Prerequisites
Knowledge of calculus, linear algebra, and computer graphics, including geometric modeling and computer animation. Some familiarity with differential geometry, differential equations, numerical computing, and image processing is strongly recommended but not required.
Topics
Fundamentals (level set and PDE concepts, derivation of level set equations and other PDEs, numerical methods). Practical considerations (building a level set library, importing conventional geometry). Applications (image inpainting, pattern formation, curve computation, image and volume processing, shape reconstruction, image and volume segmentation, image and shape morphing, surface editing, dynamic visibility, anistropic diffusion, and natural phenomena simulation).
Description
The underlying concepts, equations, and numerical methods for level set and partial differential equation (PDE) methods, and how they may be used in a variety of graphics applications, including image inpainting, pattern formation, 3D curve computation, 3D shape reconstruction, surface editing, image and shape morphing, and fire and water simulation.
