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Présentation
Master Optique, Image, Vision, Multimédia Parcours Computational cOlour and Spectral Imaging (COSI)
Objectifs
The 2-years (120 ECTS) Erasmus Mundus Joint Master Programme Computational Colour and Spectral Imaging (COSI) provides an interdisciplinary and innovative training programme in a specialized field combining colour and spectral imaging with advanced data science. We provide students with a unique competence and skill set, including advanced methodologies, models, and practical applications with two goals: Enhance their employability and improve their career prospects on one hand, and meet the current and future needs of industrial R&D and academic research on the other.
The Information and Communication Technologies, Health & Life Science, and Science & Technology sectors are in full growth. The innovative use of images is increasingly important in these sectors, particularly in Quality Control of Manufactured Products, Medical and Biomedical Imaging, Spectral Systems Design, Media Technology, Internet of Things. COSI competence is highly sought after in a wide range of sectors where the continued evolution of R&D fields requires adapted and extremely specialized courses with a strong focus on industrial applications and recent trends in various research areas.
With competitive scholarships available we expect to recruit excellent students from various educational backgrounds worldwide. The whole curriculum is entirely taught in English, but students will also gain multicultural skills as well as other transversal skills. COSI students will receive a specialized education very well adapted to their background, interests, and future career plans.
Pour qui ?
Conditions d'admission
For additional details regarding entry requirements: https://cosi-master.eu/20152017-application/who-can-apply/
Prepare your application: https://cosi-master.eu/application-process/
Application procedure: https://cosi-master.eu/apply/
Partenaires
Etablissement(s) partenaire(s)
Informations supplémentaires
See the COSI website for all additional details regarding course components, admission and application.
Programme
Master Optique, Image, Vision, Multimédia Parcours Computational cOlour and Spectral Imaging (COSI)
Programme
YEAR 1
SEMESTER 7 - Norwegian University of Science and Technology (NTNU) - From September to December
Minimum of 30 ECTS from the following courses
Compulsory courses - 30 credits |
Credits |
Syllabus |
Instructor |
---|---|---|---|
Computer graphics fundamentals and applications |
7.5 |
|
|
Cross-media colour reproduction |
7.5 |
Prof. Phil Green | |
Deep learning for visual computing |
7.5 |
Hao Wang | |
Introduction to research on colour and visual computing |
7.5 |
Peter Nussbaum | |
Technical compulsory unit |
|
|
|
Seminar series: programming course, MATLAB and Python / Research communication, incl. LaTex. / Research ethics / Optics |
No ECTS |
|
Coordinated by Prof. Jean-Baptiste Thomas |
Optional Courses - extra credits |
Credits |
Syllabus |
Instructor |
---|---|---|---|
Norwegian language and culture |
5 |
|
|
SEMESTER 8 - From January to June
Track at University Jean Monnet (UJM)
Minimum of 30 ECTS from the following courses
Compulsory courses - 20 credits |
Credits |
Syllabus |
Instructor |
---|---|---|---|
Advanced image processing |
5 |
Ass Prof. Hubert Konik and Ass Prof. Damien Muselet | |
3D models in computer vision |
5 |
Prof. Alain Trémeau | |
Light matter interaction and materials appearance: from physics to virtual reality |
5 |
Prof. Alain Trémeau | |
From Statistics to data mining |
5 |
|
|
Elective courses - min. 10 credits |
Credits |
Syllabus |
Instructor |
---|---|---|---|
Research methodology and projects management |
5 |
Prof. Alain Trémeau | |
Digital Innovation and Entrepreneurship |
5 |
|
|
Pattern recognition |
5 |
|
|
Real Time 3D Visualization |
5 |
Prof. Philippe Colantoni | |
French Language and Culture |
2 |
|
Track at Universidad de Granada (UGR)
Minimum of 30 ECTS from the following courses
Compulsory courses - 15 ECTS |
Credits |
Syllabus |
Instructor |
---|---|---|---|
Advanced optoelectronics |
5 |
|
F.J. Gámiz |
Computer vision |
5 |
|
N. Pérez de la Blanca |
Advanced colour and spectral imaging |
5 |
|
J. Hernández / E. Valero / R. Huertas |
Elective courses - min. 15 credits |
Credits |
Syllabus |
Instructor |
---|---|---|---|
Optical sensors |
5 |
|
C. Sampedro / A. Carrasco |
Remote imaging and sensing |
5 |
|
F.J. Olmo |
Data Science |
5 |
|
M. Lastra / F.J. Benítez |
Advanced colour and image processing |
5 |
E. Valero / J.L. Nieves / M. Martinez | |
Human Perception and Cognition | 5 |
J.L. Nieves / R. Huertas / L. Gómez-Robledo |
Optional courses - extra credits |
Credits |
Syllabus |
Instructor |
---|---|---|---|
Spanish Language and Culture |
5 |
|
Professors from the Centre for Modern Language (UGR) |
MANDATORY INTERNSHIP : Summer internship in July/August
YEAR 2
SEMESTER 9 - From August to December
Specialization in Computational Spectral Imaging - Track at University of Eastern Finland (UEF)
Minimum of 30 ECTS from the following courses
Compulsory courses - 25 ECTS |
Credits |
Syllabus |
Instructor |
---|---|---|---|
Applications on photonics |
5 |
|
|
Advanced spectral imaging devices |
5 |
|
|
Color science laboratory |
5 |
|
|
Industrial group project |
5 |
|
|
Advanced deep learning |
5 |
|
|
Elective courses - min. 5 credits |
Credits |
Syllabus |
Instructor |
---|---|---|---|
Optical metrology and fabrication |
5 |
|
|
Location-aware mobile applications development |
5 |
|
|
Other elective course upon eligibility |
5 |
|
|
Optional courses - extra credits |
Credits |
Syllabus |
Instructor |
---|---|---|---|
Finnish Language |
2 |
|
Language Centre (UEF) |
Specialization in Colour and Visual Computing - Track at Norwegian University of Science and Technology (NTNU)
Minimum of 30 ECTS from the following courses
Compulsory courses - 22.5 ECTS |
Credits |
Syllabus |
Instructor |
---|---|---|---|
Specialisation in colour imaging |
7.5 |
Jean-Baptiste Thomas | |
Specialisation in video processing |
7.5 |
Faouzi Alaya Cheikh | |
Appearance, perception and measurement |
7.5 |
|
Phil Green |
Elective courses - min. 7.5 credits |
Credits |
Syllabus |
Instructor |
---|---|---|---|
Advanced colour management | 7.5 |
Phil Green | |
Advanced project work | 7.5 |
Sony George | |
Other elective course upon eligibilty | 7.5 |
|
Phil Green |
SEMESTER 10 - From January to August
MASTER'S THESIS
Diplôme Master ERASMUS+
Domaine d'étude Sciences, Technologies, Santé
Mention Optique, Image, Vision, Multimédia
Parcours Computational cOlour and Spectral Imaging (COSI)
Faculté des Sciences et Techniques
23, rue Docteur Paul Michelon
42023 Saint-Etienne Cedex 2
04 77 48 15 00
fac-sciences.univ-st-etienne.fr
Organisation
Durée : 2 ans
120 crédits
Lieu d’enseignement :
- Saint-Etienne
Coût de l'inscription
4500 €
Détail coût d'inscription
4500 € per year for students from a programme country
9000 € per year for students from a partner country.
Self-funded students will be able to pay participation costs in three instalments.
Scholarships available.