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Mathematik und Informatik

Departement 
Mathematik und Informatik
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  1. Website Root
  2. Studium
  3. Computer Science (Informatik)
  4. Lehrangebot FS20
  5. Lecture Probabilistic Shape Modelling
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Slides

  • Online content at FutureLearn
  • Introduction to the course (PDF, 2.15 MB)
  • Scala introduction part 1
  • Scala introduction part 2
  • Analysis by Synthesis (PDF, 890.34 KB)
  • Probabilistic Fitting (PDF, 914.08 KB)
  • Metropolis-Algorithm (Jupyter Notebook)
  • Shape model fitting (PDF, 1.00 MB)
  • Understanding MCMC (PDF, 512.87 KB)
  • 2D face image analysis (PDF, 2.74 MB)
  • Gaussian processes - Deeper insights (PDF, 1.45 MB)
  • Summary (PDF, 1.93 MB)

Exercises and projects

  • Introduction to the exercises/projects (PDF, 684.97 KB)
  • Exercise 1 (PDF, 265.55 KB)
  • Exercise 2 (PDF, 181.67 KB)
  • Project 1 (PDF, 175.01 KB)
  • Exercise 3 (PDF, 173.37 KB)
  • Project 2 (PDF, 170.37 KB)
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