Kyros Kutulakos — accepted AI-conference papers

2023

Transient Neural Radiance Fields for Lidar View Synthesis and 3D Reconstruction

Anagh Malik, Parsa Mirdehghan, Sotiris Nousias, Kyros Kutulakos, David B. Lindell

NeurIPS 2023spotlight

Neural radiance fields (NeRFs) have become a ubiquitous tool for modeling scene appearance and geometry from multiview imagery. Recent work has also begun to explore how to use additional supervision from lidar or depth sensor measurements in the NeRF framework. However, previous lidar-supervised Ne…

Cited by 21 Source ↗PDF ↗Scholar ↗

2015

Defocus Deblurring and Superresolution for Time-of-Flight Depth Cameras

Lei Xiao, Felix Heide, Matthew O'Toole, Andreas Kolb, Matthias B. Hullin, Kyros Kutulakos +1

CVPR 2015poster

Continuous-wave time-of-flight (ToF) cameras show great promise as low-cost depth image sensors in mobile applications. However, they also suffer from several challenges, including limited illumination intensity, which mandates the use of large numerical aperture lenses, and thus results in a shallo…

Cited by 37 Source ↗PDF ↗Scholar ↗