Signal processing and imaging

 

 

Page title Published Supervisor(s)
New neural network architecture for histopathology Oct. 11, 2023
Superresolution for multispectral satellite images Oct. 6, 2023
Predicting acoustic wave propagation using deep learning Sep. 16, 2023
A holistic approach to 3-component beamforming on seismic arrays Sep. 14, 2023
Atmospheric acoustics to enhance long-term weather forecasting / characterize the solid Earth or other planets Sep. 14, 2023
Using optical fibers as acoustic and seismic arrays: distributed acoustic sensing Sep. 14, 2023
Scalable Deep Learning across Domains Aug. 10, 2023
Explore Critical Vulnerabilities of Self-supervised Learning Aug. 10, 2023
Overparameterization for SGD under Deep Learning Practice Aug. 10, 2023
Efficient Unbiased Training of Large-scale Distributed RL Aug. 10, 2023
Offline RL under Distribution Shifts Aug. 10, 2023
ML for Marine Research Oct. 12, 2022
Low complexity adaptive beamformers Sep. 26, 2022
Image source beamforming Sep. 26, 2022
Topics on Interval Analysis in Ultrasound Imaging Sep. 26, 2022
Benchmarking beamformers using simulated data Sep. 20, 2022
Automatic time gain compensation (TGC) Sep. 14, 2022
Benefits of the REFoCUS beamforming algorithm Sep. 14, 2022
Improving ultrasound images using deep learning post processing Sep. 14, 2022
Phase aberration correction in ultrasound imaging Sep. 14, 2022
Time-varying filtering of ultrasound data Sep. 14, 2022
Towards sustainable and efficient aquaculture with hydroacoustics Sep. 14, 2022
Projects on Self-Supervised Representation Learning Mar. 31, 2022
Masteroppgaver innen dyp læring på sonarbilder av sjøbunnen Sep. 29, 2021
Sound source localization, tracking, and classification using deep learning Aug. 3, 2021
Spectral analysis of sunspot data Feb. 5, 2021
MSc projects in signal processing for music and audio Nov. 23, 2020
Bruk av dyp læring for å kvanifisere sykdomsbyrde ved multippel sklerose Oct. 22, 2019
Bruk av dyp læring og MR for diagnostikk av demens Oct. 22, 2019
Bildesegmentering av tarmkreftmetastaser i leveren Oct. 22, 2019