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Image and signal processing apllications and processing (astrophysical and geophysical sciences - WPMTISP7

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  • Number of hours

    • Lectures : 12.0
    • Tutorials : 6.0
    ECTS : 2.0

Goals

This course presents advanced numerical methods and algorithms for the restoration/analysis of planetary and astrophysical data. It is not intended as a comprehensive courses on the discipline but as the presentation of some key techniques. It is intended to convey a multi-disciplinary view of the image exploitation problem in astrophysics.

Contact Sylvain DOUTE

Content

Part I : in-orbit remote sensing of planets
Introduction : optical sensors for planetary exploration,
correcting artifacts on images and spectra using linear transforms : quality improvement,
statistical inference (SIR) and bayesian methods for inverting physical models applied to analysing images,
optimisation problems for generating digital elevation models.

Part II : telescopic imagery of the Universe
Image formation in astronomy,
High contrast imaging,
Aperture synthesis imaging,
image reconstruction.



Prerequisites

Basics of linear transforms (PCA), optimization/estimation methods, and Bayesian inference.

Tests

Semester 9 - The exam is given in english only 



Additional Information

Semester 9 - This course is given in english only EN

Curriculum->Master TSI SIGMA->Semester 9
Curriculum->Double-Diploma Engineer/Master->Semester 9
Curriculum->Master->Semester 9
Curriculum->SICOM->Semester 9

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Date of update January 9, 2017

Grenoble INP Institut d'ingénierie Univ. Grenoble Alpes