Research group: Image, Video and Multimedia Systems

Advisor: Bernd Girod

Dissertation: Cinematic virtual reality with head-motion parallax

Keywords: Virtual reality, computer vision, image processing

Keywords: Deep learning, computer vision, image processing

Used a combination of convolutional neural networks and classical methods to design an algorithm for high-quality novel view synthesis for applications that have constraints on the available computational capacity

Keywords: Machine learning, statistics, time-series analysis

Developed high-frequency trading algorithms for predicting market movements, trade profitability, hedging strategies