Code
IGSF IMA 4508
Niveau
M1
Graduate
Graduate
Semestre
Spring
Domaine
Image
Programme
Programme Ingénieur
Langue
Anglais/English
Crédits ECTS
4
Heures programmées
45
Charge de travail
90
Coordonnateur(s)
Département
- Advanced Research and Techniques for Multidimensional Imaging Systems
Equipe pédagogique
Organisation
Cours/TD/TP/projet/examen : 36/0/9/0Acquis d'apprentissage
At the end of this module, the students should be able to:
- Enounce the scientific challenges derived from the scalable coding and universal access paradigms,
- Explain the underlying fundamental principles and mathematical tools involved in the field of visual content compression,
- Describe and interpret existing or emerging image/video/3D compression standards,
- Evaluate the pertinence of a given compression standard or method within the framework of a specific application,
- Examine a given compression chain and enounce advantages, limitations and area of applicability
- Design and implement a dedicated compression technique within the framework of realistic industrial applications (e.g. digital TV, telesurveillance, robotics, 3D gaming...).
Compétences CDIO
- 1.1.1 - Mathématiques (y compris statistiques)
- 1.2 - Connaissance des principes fondamentaux d'ingénierie
- 1.3 - Connaissances avancées en ingénierie : méthodes et outils
- 2.1.2 - Modélisation
- 2.1.6 - Réflexions sur les problèmes et les paradoxes
Prérequis
Basic programming knowledge in C/C++
Mots-clés
Image compression, mono / multi resolution coding techniques, transform-based approach, predictive methods, JPEG/MPEG standards, scalability, progressive transmission, technological convergence.
Contenu
- New challenges for multimedia compression: digital terrestrial TV, High (and Ultra High)-Definition TV, scalability and technological convergence
- Generic principles of image compression techniques
- Decorrelation techniques, predictive approaches, transform-based and hybrid methods
- Quantization techniques
- Motion estimation and compensation
- Binary coding: arithmetic coding, error resilient tools
- Multiresolution image coding: wavelet-based approaches
- Scalable and adaptive compression techniques
- The JPEG standards: from JPEG to MotionJPEG
- The MPEG standards: from MPEG-1 to MPEG-4 HEVC (H265)
- Static and dynamic 3D Graphics compression
- New challenges in multimedia compression
Evaluation
Two-student group project (P) (45h) linked to real industrial applications or to national/European research projects with oral defence (D).
Final mark = Average (P, D)