Statistical Geometry Processing
Instructors: Univ.-Prof. Dr. Michael WandShortname: 08.079.22061
Course No.: 08.079.22061
Course Type: Vorlesung/Übung
Requirements / organisational issues
Prerequisites:- Programming (there will be practical assignments)
- Mathematics (there will be quite some math)
- Basic knowledge in Computer Graphics and Statistical Learning
Digital teaching
Important: More infos viahttps://luna.informatik.uni-mainz.de/stat-geo-22-23/
Please also sign up to mattermost (using the instructions on the web page above)
Contents
The lecture discusses processing (measured) 3D geometry, in particular with methods from statistical learning & modeling.Topics might inlcude:
- Recap graphics & statistical learning (short, if requested)
- Supplementary statistical models/concepts
- "Graphical Models" (in a statistical sense)
- Markov Random Fields
- Differential geometry
- Parametrization
- Fourier analysis on Manifolds
- 3D scanners
- Reconstruction from images
- Shape spaces (variational, probabilistic, intrinsic)
- Shape matching
- Symmetry detection
- Generative statistical models
Dates
Date (Day of the week) | Time | Location |
---|---|---|
10/27/2022 (Thursday) | 14:00 - 16:00 | 04 432 2413 - Neubau Physik/Mathematik |
11/03/2022 (Thursday) | 14:00 - 16:00 | 04 432 2413 - Neubau Physik/Mathematik |
11/10/2022 (Thursday) | 14:00 - 16:00 | 04 432 2413 - Neubau Physik/Mathematik |
11/17/2022 (Thursday) | 14:00 - 16:00 | 04 432 2413 - Neubau Physik/Mathematik |
11/24/2022 (Thursday) | 14:00 - 16:00 | 04 432 2413 - Neubau Physik/Mathematik |
12/01/2022 (Thursday) | 14:00 - 16:00 | 04 432 2413 - Neubau Physik/Mathematik |
12/08/2022 (Thursday) | 14:00 - 16:00 | 04 432 2413 - Neubau Physik/Mathematik |
12/15/2022 (Thursday) | 14:00 - 16:00 | 04 432 2413 - Neubau Physik/Mathematik |
12/22/2022 (Thursday) | 14:00 - 16:00 | 04 432 2413 - Neubau Physik/Mathematik |
01/12/2023 (Thursday) | 14:00 - 16:00 | 04 432 2413 - Neubau Physik/Mathematik |
01/19/2023 (Thursday) | 14:00 - 16:00 | 04 432 2413 - Neubau Physik/Mathematik |
01/26/2023 (Thursday) | 14:00 - 16:00 | 04 432 2413 - Neubau Physik/Mathematik |
02/02/2023 (Thursday) | 14:00 - 16:00 | 04 432 2413 - Neubau Physik/Mathematik |
02/09/2023 (Thursday) | 14:00 - 16:00 | 04 432 2413 - Neubau Physik/Mathematik |