My background is in Computer Science and Machine Learning, and I plan to apply Machine Learning and probabilistic methods to long-standing vision problems. In particular, I'm looking at the problem of how to reconstruct a 3D model from video footage of the interior of a building. Most current techniques in Vision rely on finding features or texture in pictures, and then finding correspondences, but I aim to find methods which work in the absence of these details.
Primary Supervisor: Gabe Brostow
Tags: Machine Learning