| Courses and group of courses name | ETCS | hours per student |
Images, Virtual Reality and Multimedia IRVM Elective courses (choice of 7 child elements) Optimal Transport, Level Sets: applications to image - 5MM2531C 1.75 18.0 Wavelets and applications - 5MM2531G 1.75 18.0 Inverse methods and data assimilation - 5MM25323 1.75 18.0 Scientific visualization - 5MM2535V 1.75 18.0 Advanced imaging - 5MM2536G 1.75 18.0 Pattern Recognition and Machine Learning - 5MM2537I 1.75 18.0 High performance computing for mathematical models - 5MM253C3 1.75 18.0 Medical Applications of Image - 5MMAMI 1.75 18.0 IMAGE DATABASE - 5MMBDM 1.75 18.0 GPU computing - 5MMCGPU 1.75 18.0 SOFTWARE ENGINEERING - 5MMGL 1.75 18.0 INGENIERIE DE L'ANIMATION 3D - 5MMIA3D 1.75 18.0 MULTIMODAL SPEECH SYNTHESIS - 5MMPLTVS 1.75 18.0
Humanities and Social Sciences Mandatory SHEME courses English for engineering students - 5MMANGL0 1.75 18.0 Business Games - 5MMBG 1.75 18.0 Business Project - 5MMPP0 1.0 5.0
Summer period PE6 - 5MM1PE6 2.0 0.0
Optional SHEME courses Sports - 5MMAPSA 1.0 24.0
TANDEM Project (Semester 5) - UMMTAND 1.0 0.0
Environment, Culture and langue (choice to add up between 1.0 and 4.0 ECTS) Environment and Culture (choice of between 0 and 1 child element) Law and IT - 5MMDROIT 1.75 18.0 Economic Politics - 5MMEPOL 1.75 18.0 Computer-assisted collaborative work - 5MMTCAO 1.75 18.0
2nd Language (choice of between 0 and 1 child element) GERMAN - 5MMALLE0 1.75 18.0 SPANISH - 5MMESPA0 1.75 18.0 Arab (Lansad) - 5MMLARA 1.75 18.0 Chinese (Lansad) - 5MMLCHI 1.75 18.0 Italian - 5MMLITA 1.75 18.0 Japanese (Lansad) - 5MMLJAP 1.75 18.0 Portuguese (Lansad) - 5MMLPOR 1.75 18.0 Russian (Lansad) - 5MMLRUS 1.75 18.0 Sign language - 5MMLSIG 1.75 18.0 Swedish (Lansad) - 5MMLSUE 1.75 18.0 French as a foreign language (Semester 5) - UMMFLE 1.5 18.0 French (Semester 5) - UMMFRE 1.75 18.0
Project Final study project - 5MMPFE 30.0 0.0