Master in Signal and image processing

Master in Signal and image processing

Data analysis : linking experiments to theory 1st year

Presentation and goals

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.
click here

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.

Presentation

Presentation

Programme strengths

Partner laboratories

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

Partner companies (non exhaustive list)

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

Targeted skills

Expertise : Professional skills : 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…

Programme

Programme

Semester 7

  • Laboratory research project (literature) - 4 ECTS
  • Languages (FLE, English) - 2 ECTS
  • Scientific programming and numerical methods - 6 ECTS
  • Signals and systems - 6 ECTS
  • Initiation to research - 6 ECTS
  • Group project - 6 ECTS
  • Initiation to research - 6 ECTS

Semester 8

  • Laboratory research project (realization) - 4 ECTS
  • Languages (FLE, English) - 2 ECTS
  • Stat comp and ML - 6 ECTS
  • Specialized module (x3) - 6 ECTS
  • Image processing - 6 ECTS
  • Dynamic and automatic systems - 6 ECTS

 

Practica, projects, and missions

Location : Abroad

Registration and scholarships

Registration and scholarships

Entrance requirements

Application

And after

And after

Further studies

PhD programs in the domain of Information technology and telecommunication.

Sectors of activity

  • Jobs : jobs in the research and developpement sector for signal and image processing.
  • Industrial / Research sectors: Health, Telecommunication, Defense, Universe science (geophysics, astrophysics...).