Course on "Inverse Problems in Astrophysics" by Jean-Luc Starck

- Part I: Introduction to inverse problems and image deconvolution (pdf),
- Part II: Introduction to Sparsity and Compressed Sensing,
- Part II: Introduction to Sparsity and Compressed Sensing,
- Part III: Wavelets in Astronomy: from orthogonal wavelets and to the Starlet transform (pdf),
- Part IV: Beyond Wavelets (pdf),
- Part V: Inverse problems and their solution using sparsity: denoising, deconvolution, inpainting, blind source separation (pdf),
- Part VI: Cosmic Microwave Background & Sparsity (pdf),
- Part VII: Perspective of Sparsity & Compressed Sensing in Astrophsyics (pdf).

Videos of the course are available here: [Intro, Wavelets, Beyond Wavelets, CMB, Perspective]