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Topo-boundary 道路边界检测

Topo-boundary 是一个新基准数据集,用于离线拓扑道路边界检测 (topological road-boundary detection) 。该数据集包含 21,556 个 1000 X 1000 大小的 4 通道航拍图像。每个图像都带有 8 个训练标注,用于不同的子任务。
Citation
@ARTICLE{9488209,
author={Xu, Zhenhua and Sun, Yuxiang and Liu, Ming},
journal={IEEE Robotics and Automation Letters},
title={Topo-Boundary: A Benchmark Dataset on Topological Road-Boundary Detection Using Aerial Images for Autonomous Driving},
year={2021},
volume={6},
number={4},
pages={7248-7255},
doi={10.1109/LRA.2021.3097512}}
@article{xu2021icurb,
title={iCurb: Imitation Learning-Based Detection of Road Curbs Using Aerial Images for Autonomous Driving},
author={Xu, Zhenhua and Sun, Yuxiang and Liu, Ming},
journal={IEEE Robotics and Automation Letters},
volume={6},
number={2},
pages={1097--1104},
year={2021},
publisher={IEEE}
}
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