no code implementations • CVPR 2023 • Stefanie Walz, Mario Bijelic, Andrea Ramazzina, Amanpreet Walia, Fahim Mannan, Felix Heide
We propose Gated Stereo, a high-resolution and long-range depth estimation technique that operates on active gated stereo images.
no code implementations • ICCV 2023 • Andrea Ramazzina, Mario Bijelic, Stefanie Walz, Alessandro Sanvito, Dominik Scheuble, Felix Heide
With data as bottleneck and most of today's training data relying on good weather conditions with inclement weather as outlier, we rely on an inverse rendering approach to reconstruct the scene content.
1 code implementation • CVPR 2022 • Amanpreet Walia, Stefanie Walz, Mario Bijelic, Fahim Mannan, Frank Julca-Aguilar, Michael Langer, Werner Ritter, Felix Heide
Gated cameras hold promise as an alternative to scanning LiDAR sensors with high-resolution 3D depth that is robust to back-scatter in fog, snow, and rain.
no code implementations • 24 Aug 2021 • Stefanie Walz, Mario Bijelic, Florian Kraus, Werner Ritter, Martin Simon, Igor Doric
Current driver assistance systems and autonomous driving stacks are limited to well-defined environment conditions and geo fenced areas.
no code implementations • 11 Mar 2020 • Stefanie Walz, Tobias Gruber, Werner Ritter, Klaus Dietmayer
Gated imaging is an emerging sensor technology for self-driving cars that provides high-contrast images even under adverse weather influence.