Acquisition, Reconstruction and Inverse Problems

Semester
Third semester: UB, Bordeaux
Credit
6
Lecturer
Dr. Jean-Fran├žois Giovannelli, Full Professor, Dr. Pascal Desbartas,Full Professor

Content

The goal of this course is to understand the principles of 2D/3D imaging, from physics and acquisition to image reconstruction, analysis, and visualization. It gives an overview of several imaging modalities: CT scan, MRI, surfacic acquisition (point clouds, meshes,…), optical, stereoscopy, photogrammetry… and it is exemplified through a variety of application fields (medical, astrophysical, remote-sensing,…). The course deals with question such as: 2D/3D deconvolution, depth map reconstruction, Fourier synthesis, inverse Radon,… and resort to numerical optimization and variational techniques for criterion including penalties and constraints.

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