PDE-based methods in image processing and data analysis
Student No.:40
Time:Tue & Fri, 13:30-15:05
Instructor:Shi Zuoqiang  [Tsinghua University]
Place:Conference Room 1, Jin Chun Yuan West Bldg.
Starting Date:2018-3-6
Ending Date:2018-6-15

Introduce the PDE-based model and numerical methods in image processing and data analysis, includes Total-Variation model and numerical solver, Mumford-Shah model, nonlocal methods, semi-supervised learning, graph Laplacian, diffusion map etc.

Prerequisite: Calculus, linear algebra, PDE


Mathematical Problems in Image Processing: Partial differential equations and calculus of Variations, G. Aubert and P. Kornprobst, Springer.