XXVI Canary Islands Winter School of Astrophysics

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: [IntroWaveletsBeyond WaveletsCMBPerspective]

7th Edition of the Astronomical Data Analysis (ADA7) Summer School

Co-organised by CosmoStat on  May 7-11 2012 in Cargèse, France.

Tutorial on "Sparse representations and filtering" by Sandrine Pires,
Tutorial on "Deconvolution and Compressed Sensing" by Florent Sureau,
Tutorial on "Inpainting and Morphological Component Analysis" by Sandrine Pires,
Tutorial on "Data Analysis on the Sphere" by Florent Sureau,
Tutorial on "Blind Source Separation methods: application in cosmology" by Jerome Bobin.