Master TSI SIGMA - Semester 9

Curriculum->Master TSI SIGMA->Semester 9

Courses and group of courses name

ECTS

hours per student

- SEMESTER 9 MASTER TSI SIGMA 26.0 234.3
- - Complementary teachings S9 0.0 4.0
  - Amphitheatre - Recruitment interview - HP5SIMUENT_3A 0.0 4.0
- - EU Advanced tools and methods 6.0 37.0
  - Bayesian methods for data image analysis - WPMTBMD7 3.0 19.0
    Convex Optimisation - WPMTCOP0 3.0 18.0
- - EU Fundamentals of signal, image and information processing 6.0 58.0
  - Image Analysis - 5PMSAIS1 2.0 20.0
    Machine statistical Learning - 5PMSAST6 2.0 18.0
    Detection estimation - 5PMSDET0 2.0 20.0
- - EU Common core SICOM 2 6.0 47.3
  - - Mandatory Courses 2.0 26.0
    - Deep learning - 5PMSDL20 0.0 6.0
      Real Time Signal Processing - 5PMSTST5 2.0 20.0
  - - Elective courses (choice of 1 child element) 4.0 21.3
    - Project : Processing on GPU-FPGA (Image) - 5PMSPAM1 4.0 0.0
      Project : Digital Signal Processing - 5PMSPSL1 4.0 0.0
      Data Challenge - WPMTPWS7 4.0 0.0
- - Block UE Customized curriculum (choice of 1 child element) 2.0 21.5
  - - EU Management and language 4.0 43.0
    - - 5PMCCSOU 2.0 12.0
    - - Languages block (choice of 1 child element) 2.0 31.0
      - 5PMCANG0 : English or other language - WPMCDAN9 2.0 12.0
        French Language - WPMCFLE3 2.0 50.0
- - Choose 1 specialisation teaching unit (choice of 1 child element) 6.0 66.5
  - - EU Image, Coding and Communication 6.0 72.0
    - Wireless Communnications - 5PMSCSF0 2.0 20.0
      Image, Video and Computer Vision - 5PMSIVV3 2.0 20.0
      Signal and Coding for Communications - 5PMSSCC6 2.0 32.0
  - - EU Audio and Multimedia 6.0 60.0
    - Multimedia, Multimodality, Multisensoriality Indexation Multimédia - 5PMSMMM3 2.0 20.0
      Speech Processing - 5PMSPAR0 2.0 20.0
      Audio Processing - 5PMSTTA2 2.0 20.0
  - - EU Geo-science and environment 6.0 74.0
    - Data science geo-sciences (SICOM-SIGMA S9) - 5PMSDSG0 2.0 32.0
      Hyperspectral imaging (SICOM SIGMA S9) - 5PMSHIA0 2.0 20.0
      Remote sensing - 5PMSSIR0 2.0 22.0
  - - EU Monitoring and Diagnostics (Energy and health) 6.0 60.0
    - Bio and neuro imaging methods - 5PMSBNI7 2.0 20.0
      Contrôle et diagnostic de l'énergie - 5PMSEMD0 2.0 6.0
      Signals and Models - 5PMSRSM6 2.0 20.0

Update - 09/09/2026

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Bayesian methods for data image analysis - WPMTBMD7	3.0	19.0
Convex Optimisation - WPMTCOP0	3.0	18.0

Image Analysis - 5PMSAIS1	2.0	20.0
Machine statistical Learning - 5PMSAST6	2.0	18.0
Detection estimation - 5PMSDET0	2.0	20.0

Deep learning - 5PMSDL20	0.0	6.0
Real Time Signal Processing - 5PMSTST5	2.0	20.0

Project : Processing on GPU-FPGA (Image) - 5PMSPAM1	4.0	0.0
Project : Digital Signal Processing - 5PMSPSL1	4.0	0.0
Data Challenge - WPMTPWS7	4.0	0.0

5PMCANG0 : English or other language - WPMCDAN9	2.0	12.0
French Language - WPMCFLE3	2.0	50.0

Wireless Communnications - 5PMSCSF0	2.0	20.0
Image, Video and Computer Vision - 5PMSIVV3	2.0	20.0
Signal and Coding for Communications - 5PMSSCC6	2.0	32.0

Multimedia, Multimodality, Multisensoriality Indexation Multimédia - 5PMSMMM3	2.0	20.0
Speech Processing - 5PMSPAR0	2.0	20.0
Audio Processing - 5PMSTTA2	2.0	20.0

Data science geo-sciences (SICOM-SIGMA S9) - 5PMSDSG0	2.0	32.0
Hyperspectral imaging (SICOM SIGMA S9) - 5PMSHIA0	2.0	20.0
Remote sensing - 5PMSSIR0	2.0	22.0

Bio and neuro imaging methods - 5PMSBNI7	2.0	20.0
Contrôle et diagnostic de l'énergie - 5PMSEMD0	2.0	6.0
Signals and Models - 5PMSRSM6	2.0	20.0