OpenCalib: A multi-sensor calibration toolbox for autonomous driving

Accurate sensor calibration is a prerequisite for autonomous vehicles’ multi-sensor perception. Even though there are many open-source projects related to sensor calibration, most are designed for a specific sensor or application scenario. To this end, we propose OpenCalib, a toolbox with a rich set...

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Veröffentlicht in:Software impacts 2022-12, Vol.14, p.100393, Article 100393
Hauptverfasser: Yan, Guohang, Liu, Zhuochun, Wang, Chengjie, Shi, Chunlei, Wei, Pengjin, Cai, Xinyu, Ma, Tao, Liu, Zhizheng, Zhong, Zebin, Liu, Yuqian, Zhao, Ming, Ma, Zheng, Li, Yikang
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Sprache:eng
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Zusammenfassung:Accurate sensor calibration is a prerequisite for autonomous vehicles’ multi-sensor perception. Even though there are many open-source projects related to sensor calibration, most are designed for a specific sensor or application scenario. To this end, we propose OpenCalib, a toolbox with a rich set of sensor calibration methods for autonomous driving vehicles. OpenCalib covers the most commonly used sensors, including LiDAR, Camera, IMU, Radar, and different application scenarios, including road-scene-based manual & automatic calibration, calibration on the production-line, and online calibration. To the best of our knowledge, OpenCalib is the first full-set open-sourced calibration toolbox specifically designed for autonomous vehicles.
ISSN:2665-9638
2665-9638
DOI:10.1016/j.simpa.2022.100393