Aerospace Education Catalogue

Master EEA - Parcours Signal Image et Apprentissage Automatique (SIA2)

• Organisation: Université de Toulouse - Faculté Sciences et Ingénierie
  (Université de Toulouse)
• Type of Course: Initial education - Life-long learning
• Language(s): French
• Place: Toulouse (French Regions: Occitanie)
• Prepared diploma/grade/title: Master or DNM: French National Master Degree
• Level of entry: French Baccalaureat + 3
• VAE (Validation of Acquired Experiences): Yes
• This training is included in RNCP / RS

Course Details

Objectives: This SIA2 master trains Engineers specialized in the design and operation of systems for the acquisition, processing and analysis of signals, images, or other data, for various fast-growing sectors: telecommunications, multimedia, computer vision, observation of the earth and the universe, processing of medical images...

In the second year, following a common core of in-depth study of signal, image and video processing tools, statistics, machine learning and a computer project, 3 specialization blocks are offered according to the 3 fields of application:
- Signal, Audio, Images, Video
- Spatial Imaging
- Medical Image Processing

Intended for: Students, Professionals in Continuing Education

Degree Level (EU) : 7 - (EQC level or equivalent)

Acquired skills during the training : Skills specific to the course:
Analyze and model a signal, image or video acquisition device adapted to a given application context.
Design, implement and validate a system for processing and/or analyzing Audio, Image, Video, Spatial or Medical data by exploiting or adapting advanced, mathematical and computer tools related to signal, image and data processing. machine learning.
Develop such systems in various fields of application, telecommunications and multimedia, computer vision, image processing in a context applied to the observation of the Earth or the Universe or medical images.

Targeted careers : Activity area
Space aeronautics, Research-innovation, Robotics, electronics & electrical industry, instrumentation, Health & care, Telecommunications & networks

Duration and terms: 4 semesters

Dedicated web site: https://www.univ-tlse3.fr/master-parcours-signal-image-et-apprentissage-automatique-sia2

Disciplines

• Applications, Operations
• Human and Social Sciences

Topics

• 11 - Data Sciences: Applied Mathematics, Signal and Image Processing, Cryptography, Artificial Intelligence (machine learning, big data, etc.), Computer Science, Cloud, Software Engineering, Virtual Reality, Virtualization, Digital Twins, Metaverse, etc.
• 15 - Earth Observation: Remote Sensing, Detectors, Radar, Synthetic Aperture, Lidar, Geographic Information Systems (GIS), Distribution/Dissemination, Geomatics...
• 20 - Health and Society: Health, Aerospace Medicine, Biomedical, Life Sciences, Biological Engineering, Political Sciences, Ethics, Defense, Culture, Tourism...
• 22 - Space and Earth Sciences: Exploration of the Universe, Astronomy, Radio Astronomy, Astrophysics, Space Resources, Planetology, Oceanography, Geodesy, Geophysics...