Exploring augmentation strategies in mixed reality for autonomous driving with depth cameras

I Argui, M Gueriau, S Ainouz - Transactions of the Institute of …, 2024 - journals.sagepub.com
One significant challenge in improving autonomous driving algorithms is the lack of diverse
real-world data. Moreover, transferring models from simulation to reality faces the reality gap …

Extrinsic calibration for multi-LiDAR systems involving heterogeneous laser scanning models

Z Lai, Z Jia, S Guo, J Li, S Han - Optics Express, 2023 - opg.optica.org
In the realm of autonomous driving, there is a pressing demand for heightened perceptual
capabilities, giving rise to a plethora of multisensory solutions. Among these, multi-LiDAR …

Bridging the Domain Gap between Synthetic and Real-World Data for Autonomous Driving

X Bai, Y Luo, L Jiang, A Gupta, P Kaveti… - Journal on Autonomous …, 2024 - dl.acm.org
Modern autonomous systems require extensive testing to ensure reliability and build trust in
ground vehicles. However, testing these systems in the real-world is challenging due to the …