Bachelor courses hosted by the DSB group
- IN2160 Probabilistic Machine Learning
- IN3015 Ultrasound Imaging
- IN3190 Digital signal processing
- IN3310 Deep Learning for Image Analysis
- IN3370 Digital image processing
Master courses hosted by the DSB group
- IN4015 Ultrasound Imaging
- IN4190 Digital Signal Processing
- IN4310 Deep Learning for Image Analysis
- IN5310/IN9310 Advanced Deep Learning for Image Analysis
- IN5340 Statistical Signal Processing
- IN5450 Array Signal Processing
Recommended course combinations per thematic area
- Important courses for MSc theses in acoustic imaging and signal processing: IN4015, IN5450 and IN5340
- Important courses for MSc theses in image analysis and deep learning: IN3370, IN3310/IN4310, and IN5310
Other relevant courses
Applications
- GEO4520 Advanced remote sensing and topographic analysis
- [TEK5150 Radar systems and signal processing]
- UNIK4440 Remote sensing with radar
- TEK5020 Pattern recognition
- UNIK4690 Machine vision
Complementary
- [MAT-INF4130 Numerical linear algebra]
- MAT4110 Introduction to numerical analysis
- STK4900 Statistical methods and application
- FYS2130 Oscillations and Waves
- FYS3220 Linear Circuit Electronics
- FYS3140 Mathematical methods in physics
- [IN3110 Problem solving with high-level languages]
- FYS4150 Computational Physics
- FYS-STK4155 Applied Data Analysis and Machine Learning
Courses for MSc theses in collaboration with external partners
Courses in acoustics to recommend in addition to INF4480 (primary external partner: NOTAM):
Theses in digital communication (primary external partner: ITS):