IEEE Robotics & Automation Magazine - June 2020 - 150

[2] R. Dubé, A. Cramariuc, D. Dugas, J. Nieto, R. Siegwart, and C. Cadena, "SegMap: 3D segment mapping using data-driven descriptors," in
Proc. Robotics: Science and Systems, 2018. doi: 10.15607/RSS.2018.XIV.003.
[3] T. Ort, L. Paull, and D. Rus, "Autonomous vehicle navigation in rural
environments without detailed prior maps," in Proc. IEEE Int. Conf.
Robotics and Automation, 2018, pp. 2040-2047. doi: 10.1109/ICRA.
2018.8460519.
[4] M. Bergerman et al., "Robot farmers: Autonomous orchard vehicles
help tree fruit production," IEEE Robot. Autom. Mag., vol. 22, no. 1,
pp. 54-63, 2015. doi: 10.1109/MRA.2014.2369292.
[5] L. Sabattini et al., "The PAN-robots project: Advanced automated
guided vehicle systems for industrial logistics," IEEE Robot. Autom.
Mag., vol. 25, no. 1, pp. 55-64, 2018. doi: 10.1109/MRA.2017.2700325.
[6] R. Mur-Artal and J. D. Tardós, "ORB-SLAM2: An open-source
SLAM system for monocular, stereo, and RGB-D cameras," IEEE
Trans. Robot., vol. 33, no. 5, pp. 1255-1262, 2017. doi: 10.1109/TRO.
2017.2705103.
[7] T. Shan and B. Englot, "LeGO-LOAM: Lightweight and groundoptimized lidar odometry and mapping on variable terrain," in Proc.
IEEE/RSJ Int. Conf. Intelligent Robots and Systems, 2018, pp. 4758-4765.
doi: 10.1109/IROS.2018.8594299.
[8] Z. Liu et al., "SeqLPD: Sequence matching enhanced loop-closure
detection based on large-scale point cloud description for self-driving
vehicles," in Proc. IEEE/RSJ Int. Conf. Intelligent Robots and Systems,
2019, pp. 1218-1223. doi: 10.1109/IROS40897.2019.8967875.
[9] G. M. Hoffmann, C. J. Tomlin, M. Montemerlo, and S. Thrun,
"Autonomous automobile trajectory tracking for off-road driving:
Controller design, experimental validation and racing," in Proc. 26th
American Control Conf., 2007, pp. 2296-2301. doi: 10.1109/ACC.
2007.4282788.
[10] Z. Liu et al., "LPD-Net: 3D point cloud learning for large-scale
place recognition and environment analysis," in Proc. IEEE Int. Conf.
Computer Vision, 2019, pp. 2831-2840. doi: 10.1109/ICCV.2019.00292.
[11] X. Liu, C. R. Qi, and L. J. Guibas, "FlowNet3D: Learning scene flow
in 3D point clouds," in Proc. IEEE Conf. Computer Vision and Pattern
Recognition, 2019, pp. 529-537. doi: 10.1109/CVPR.2019.00062.
[12] A. Dhall, K. Chelani, V. Radhakrishnan, and K. M. Krishna,
LiDAR-camera calibration using 3D-3D point correspondences. 2017.
[Online]. Available: arXiv:1705.09785
[13] H. Fan et al., Baidu Apollo EM motion planner. 2018. [Online].
Available: arXiv:1807.08048
[14] V. Lepetit, F. Moreno-Noguer, and P. Fua, "EPnP: An accurate O(n)
solution to the PnP problem," Int. J. Comput. Vis., vol. 81, no. 2, p. 155,
2009. doi: 10.1007/s11263-008-0152-6.
[15] J. Redmon, S. Divvala, R. Girshick, and A. Farhadi, "You only look
once: Unified, real-time object detection," in Proc. IEEE Conf.
Computer Vision and Pattern Recognition, 2016, pp. 779-788. doi:
10.1109/CVPR.2016.91.
[16] F. Yu et al., BDD100K: A diverse driving video database with scalable annotation tooling. 2018. [Online]. Available: arXiv: 1805.04687
[17] C. R. Qi, W. Liu, C. Wu, H. Su, and L. J. Guibas, "Frustum PointNets
for 3D object detection from RGB-D data," in Proc. IEEE Conf. Computer Vision and Pattern Recognition, 2018, pp. 918-927. doi: 10.1109/
CVPR.2018.00102.
[18] Y. Liu, C. Suo, Z. Liu, and Y.-H. Liu, "A multi-sensor fusion based
2D-driven 3D object detection approach for large scene applications,"

150

*

IEEE ROBOTICS & AUTOMATION MAGAZINE

*

JUNE 2020

in Proc. IEEE Conf. Robotics and Biomimetics, 2019, pp. 2180-2187. doi:
10.1109/ROBIO49542.2019.8961637.
[19] Z. Zhu, Q. Wang, B. Li, W. Wu, J. Yan, and W. Hu, "Distractor-aware
Siamese networks for visual object tracking," in Proc. European Conf.
Computer Vision, 2018, pp. 103-119. doi: 10.1007/978-3-030-01240-3_7.
[20] H. Zhao et al., "Modelling and dynamic tracking control of industrial vehicles with tractor-trailer structure," in Proc. IEEE/RSJ Int.
Conf. Intelligent Robots and Systems, 2019, pp. 2905-2910. doi: 10.1109/
IROS40897.2019.8967986.

Zhe Liu, Department of Mechanical and Automation Engineering, The Chinese University of Hong Kong, Hong Kong.
Email: zl457@cam.ac.uk.
Chuanzhe Suo, Department of Mechanical and Automation
Engineering, The Chinese University of Hong Kong, Hong
Kong. Email: suo_ivy@foxmail.com.
Yingtian Liu, School of Mechanical Engineering and Automation, Harbin Institute of Technology, Shenzhen, China. Email:
liuyingtian@stu.hit.edu.cn.
Yueling Shen, Department of Automation, Shanghai Jiao Tong
University, China. Email: shenyl@sjtu.edu.cn.
Zhijian Qiao, Department of Automation, Shanghai Jiao Tong
University, China. Email: qiaozhijian@sjtu.edu.cn.
Huanshu Wei, Department of Mechanical and Automation
Engineering, The Chinese University of Hong Kong, Hong
Kong. Email: weihuanshu94@hotmail.com.
Shunbo Zhou, Department of Mechanical and Automation
Engineering, The Chinese University of Hong Kong, Hong
Kong. Email: shunbozhou@link.cuhk.edu.hk.
Haoang Li, Department of Mechanical and Automation Engineering, The Chinese University of Hong Kong, Hong Kong.
Email: hali@mae.cuhk.edu.hk.
Xinwu Liang, School of Aeronautics and Astronautics, Shanghai Jiao Tong University, China. Email: xinwu113@163.com.
Hesheng Wang, Department of Automation, Key Laboratory of
System Control and Information Processing of the Ministry
of Education, Key Laboratory of Marine Intelligent Equipment and System of the Ministry of Education, Shanghai Jiao
Tong University, Shanghai, China; Beijing Advanced Innovation Center for Intelligent Robots and Systems, Beijing Institute of Technology, China. Email:wanghesheng@sjtu.edu.cn.
Yun-Hui Liu, Department of Mechanical and Automation
Engineering, The Chinese University of Hong Kong, Hong
Kong. Email: yhliu@cuhk.edu.hk



IEEE Robotics & Automation Magazine - June 2020

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