Numerical Methods for Inverse Problems

The course will introduce the basic mathematical tools for the numerical treatment of ill-posed and ill-conditioned problems encountered in remote sensing.

  • Linear Ill-posed and ill-conditioned problems
  • The singular value decomposition
  • Regularization methods
  • Treatment of large scale problems
  • Introduction to nonlinear ill-posed problems