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Master Signal ImaGe processing Methods and Applications

Updated on June 18, 2020
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Overview

  • Master

    National diploma
  • Degree awarded : MasterLocation : GRENOBLE

    Available as :

    • Standard taught course
    Graduation year : Bac + 5
    Graduation level : Level I
    Duration : 2 ans
  • Mention : Physics

Summary

This master proposes the students to deepen their knowledge and develop their expertise
In the field of digital signal and image processing, computer sciences and information technologies. A particular emphasis is put on fundamental modern tools for signal and systems modeling, information extraction from experimental data as well as information representation and conditioning.

To acces the dedicated website, click here.

Objectives

The program is dedicated to provide the students the necessary competences to become creative specialists in various areas involving numerical technologies, such as biomedical signal processing, observational sciences (geosciences, monitoring, remote sensing,), artificial intelligence (machine learning, statistical inference, computational Bayes methods) to mention a few.

The master is designed to prepare for PhD studies in the fields of electrical engineering and computer sciences, with a focus on digital methods. An important part of the lectures is dedicated to introduce present research and development topics ; this teaching is organized into a series of short lectures given by professional and researchers from companies or labs developing research or applications in the field of information technologies. A 5 to 6 months internship in a research lab or in a company involved in R&D is part of the cursus.

  • Training partners

    Laboratoire partenaires

    • GIPSA-LAB,
    • IPAG,
    • ISTERRe,
    • LISTIC,
    • ENS-LYON,
    • Laboratoire Hubert Curien.

    Entreprises partenaires (liste non-exhaustive)

    • CEA,
    • Thales,
    • Trixel,
    • EDF.

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Admission

  • Who should apply? : Bac + 3, Bac + 4
  • Entry requirements :
    M1: The candidate should have a license degree, studied 3 years in university level or validated an equivalent of 180ECTS in the fields of applied mathematics, computer science or electronic systems

    M2:
    The candidate should have a M1 level, studied 4 years in university level or validated an equivalent of 240ECTS in the field of applied mathematics, computer science or electric systems. Also, the candidate should prove sufficient english level (CEFR (B2), TOEFL (IBT 87-109), IELTS (5.5-6.5), TOEIC (785-945) or equivalent).

    Engineer/Master Dual Degree accessible to Phelma Engineering degree students who have validated the 2nd year of SICOM field of study.
  • Location : GRENOBLE
  • Available as :
    • Standard taught course

Entry requirements


>>> How to apply?

Contacts

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Program

  • Course duration : 2 ans

Program

M1

Semester 7

  • Lab project I - 4 ECTS
  • Initiation to experiment design and research - 6 ECTS
  • Computational statistics and statistical learning - 6 ECTS
  • Signals and systems - 6 ECTS
  • Scientific programming - 6 ECTS
  •  English S7 - 2 ECTS

Semester 8
  • Lab project II - 4 ECTS
  • Image processing - 6 ECTS
  • Dynamic systems and control theory - 6 ECTS
  • Data challenge - 6 ECTS
  • Object-oriented programming (arduino project) - 6 ECTS
  • English S8 - 2ECTS


M2

 

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International

  • Language of instruction : M1 : french language and english support
    M2  : 100% english
  • Internship abroad : Yes
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Prospects

  • Graduation year : Bac + 5
  • Graduation level : Level I

Careers

Competences

SIGMA offers a unique track, it allows students to choose courses more adapted to their project ; skills acquired thus will be based on core course to all students and are available on the following topics at the heart of science data (Data Sciences)
  • Signal and systems modelisation, random process
  • Formating, extracting et analysing data in complex systems: Inverse problem, detection, statistical machine learing. Big data technics
  • Applications en imagerie multi et hyper-spectrale, applications biomédicales, neurosciences, astro, géosciences…

Jobs: jobs in the research and developpement sector for signal and image processing.

Industrial / Research sectors: Health, Telecommunication, Defense, Universe science (geophysics, astrophysics),...
 

Further learning opportunities

PhD programs in the domain of Information technology and telecommunication.

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Date of update June 18, 2020

French State controlled Master's degree

French State controlled Master's degree

contacts


Secretary
: Noëlle CHAPAYS - +33(0)4 56 52 92 27

Other institution(s) delivering the degree

Co-accreditation : Université Grenoble Alpes (Phitem)

 
Université Grenoble Alpes