A hierarchical scheme of road unevenness perception with lidar for autonomous driving comfort

T Zhao, P Guo, J He, Y Wei - IEEE Transactions on Intelligent …, 2023 - ieeexplore.ieee.org
Road unevenness is a significant factor affecting the comprehensive driving performance of
vehicles. Monitoring road roughness conditions in advance significantly contributes to ride …

Depth-aware volume attention for texture-less stereo matching

T Zhao, M Ding, W Zhan, M Tomizuka, Y Wei - arXiv preprint arXiv …, 2024 - arxiv.org
Stereo matching plays a crucial role in 3D perception and scenario understanding. Despite
the proliferation of promising methods, addressing texture-less and texture-repetitive …

A road surface reconstruction dataset for autonomous driving

T Zhao, Y Xie, M Ding, L Yang, M Tomizuka, Y Wei - Scientific data, 2024 - nature.com
Recent developments in intelligent robot systems, especially autonomous vehicles, put
forward higher requirements for safety and comfort. Road conditions are crucial factors …

RoadBEV: Road Surface Reconstruction in Bird's Eye View

T Zhao, L Yang, Y Xie, M Ding, M Tomizuka… - arXiv preprint arXiv …, 2024 - arxiv.org
Road surface conditions, especially geometry profiles, enormously affect driving
performance of autonomous vehicles. Vision-based online road reconstruction promisingly …