Digital Signal Processing
Applied advanced theoretical concepts of digital signal processing. Master Course (MSEI) at the Department of Electrical and Computer Engineering, Technical University of Munich, Germany.
Course Description
This course explores the principles and techniques of Digital Signal Processing (DSP) beyond the one-dimensional case, extending into two and higher dimensions. Key topics include:
- Differences and similarities between 1D and multidimensional DSP
- Fundamentals of two-dimensional signals and systems
- Sampling techniques for spatio-temporal signals
- Design and analysis of 2D and multidimensional filters
- Linear block transforms and filterbank transforms
- Lifting schemes and geometric wavelets
- Solving inverse problems for multidimensional signals
- Applications of DSP in media processing
- The course provides both theoretical foundations and practical insights, making it ideal for those interested in advanced signal processing techniques for images, videos, and other multidimensional data.
Details at the chair’s webpage.
Supervised Years
- Summer Semester 2024
- Summer Semester 2023
- Summer Semester 2022