Ausgewählte Algorithmen der Computergraphik

Winter

(engl. Selected Algorithms in Computer Graphics )

Modulnummer: FIN-INF-120272

Link zum LSF:	LSF
Verantwortung:	Christian Rössl
Dozent:in:	Christian Rössl
Lehrveranstaltungen:	Vorlesung Ausgewählte Algorithmen der Computergraphik Übung Ausgewählte Algorithmen der Computergraphik
Verwendbarkeit:	- M.Sc. INF: Informatik - M.Sc. INGINF: Informatik - M.Sc. WIF: Informatik - M.Sc. VC: Visual Computing

Kürzel

AACG

Semester

Winter

Fachsem.

ab 1.

Dauer

1 Semester

Sprache

deutsch

Niveau

Master

Angestrebte Lernergebnisse:
The students

understand basic concepts of linear algebra and numerics
apply these to implement algorithms from the field of computer graphics
create their own implementations, tests and benchmarks
are able to evaluate, select and use suitable tools (e.g. programming language, libraries)
can understand and implement scientific articles in the field of computer graphics, especially with regard to mathematical content

Inhalt:

Linear least-squares approximation
Data interpolation and approximation
Matrix factorization
Sparse matrices
Regularization
Implementation issues
General applications and case studies
The specific contents may vary each semester.

The course can be held in English or German as required. Lecture materials are available in English.

Arbeitsaufwand:

56 h attendance
124 h independent work

Prüfungsvorleistungen:

Studien-/Prüfungsleistungen:

Lehrform / SWS:

In order to be able to take the exam, preliminary work is required. Details will be announced in the first lecture.

Oral examination 20 minutes

Lecture 2 SWS
Exercise 2 SWS

Voraussetzungen nach Prüfungsordnung:

Empfohlene Voraussetzungen:

None

Lectures in the field of computer graphics e.g.
- Fundamentals of computer graphics
- CAGD
- Mesh Processing
Enjoy mathematical tasks and programming
Programming skills in C++ or Julia or Matlab and/or the willingness to learn new things quickly and independently
Basic knowledge of version management with Git
Willingness to follow the course in English as well

Medienformen:	Literatur:
	Literature will be announced in the lecture.

Hinweise:
We generally use Julia (https://julialang.org) as the programming language (instead of Matlab and GNU Octave) and C++ as required. Where exactly the focus lies will be determined during the course according to previous knowledge and wishes.