Abstract

Uncertainty Principles and Sparse Recovery: Lecture III

Justin Romberg
Georgia Institute of Technology
Mathematics

Lecture 3: Compressive Imaging via l1 minimization
a) Uncertainty principles and the geometry of l1 minimization
b) Stability of l1 recovery
c) The Dantzig selector and statistical estimation
d) Applications to imaging

Back to Short Course: Sparse Representations and High Dimensional Geometry : In conjunction with the AMS 2007 Von Neumann Symposium