DAVID GRIFFITHS

Hi! I'm an Applied Research Scientist at Apple. I work primarily in the field of 3D scene understanding, using deep learning methods. My previous research involved adressing the scarcity of manually labelled 3D data through alternative learning approaches. This resulted in several publications, developing novel weakly and self-supervised learning pipelines for image, point cloud and geometric mesh data. Prior to Apple I was a Senior Research Scientist at Fujitsu Research of Europe... I completed a Ph.D in 3D computer vision at UCL, London, where I was supervised by Dr. Jan Boehm and collaborated closely with Prof. Tobias Ritschel. I spent the summer of 2021 at Adobe as an intern in the Creative Intelligence Lab, London. Whilst there I worked on geometrically-driven single-image relighting, supervised by Dr. Julien Philip... A pipeline which demonstrates that Terrestrial Laser Scanning (TLS) 3D data can be automatically labelled using off-the-shelf 2D semantic segmentation networks...

Primary location: United Kingdom