2024 FusionPortableV2: A Unified Multi-Sensor Dataset for Generalized SLAM Across Diverse Platforms and Scalable Environments We propose xxx Hexiang Wei*, Jianhao Jiao*, Xiangcheng Hu, and 7 more authors Under Review, 2024 Preview PDF Bib Video Website @article{wei2024fusionportablev2, title = {FusionPortableV2: A Unified Multi-Sensor Dataset for Generalized SLAM Across Diverse Platforms and Scalable Environments}, author = {Wei*, Hexiang and Jiao*, Jianhao and Hu, Xiangcheng and Yu, Jingwen and Xie, Xupeng and Wu, Jin and Zhu, Yilong and Liu, Yuxuan and Wang, Lujia and Liu, Ming}, journal = {Under Review}, volume = {}, number = {}, pages = {}, year = {2024}, publisher = {}, url = {}, video = {}, dimensions = {true}, } Real-Time Metric-Semantic Mapping for Autonomous Navigation in Outdoor Environments Jianhao Jiao, Ruoyu Geng, Yuanhang Li, and 7 more authors Under Review, 2024 PDF Bib Code @article{jiao2024real, title = {Real-Time Metric-Semantic Mapping for Autonomous Navigation in Outdoor Environments}, author = {Jiao, Jianhao and Geng, Ruoyu and Li, Yuanhang and Xin, Ren and Yang, Bowen and Wu, Jin and Kanoulas, Dimitrios and Wang, Lujia and Fan, Rui and Liu, Ming}, journal = {Under Review}, year = {2024}, publisher = {}, doi = {}, url = {}, dimensions = {true}, } Efficient Global Navigational Planning in 3D Structures based on Point Cloud Tomography Bowen Yang, Jie Cheng, Bohuan Xue, and 2 more authors IEEE/ASME Transactions on Mechatronics, 2024 PDF Bib Code @article{yang2024efficient, author = {Yang, Bowen and Cheng, Jie and Xue, Bohuan and Jiao, Jianhao and Liu, Ming}, journal = {IEEE/ASME Transactions on Mechatronics}, title = {Efficient Global Navigational Planning in 3D Structures based on Point Cloud Tomography}, year = {2024}, volume = {}, number = {}, pages = {}, keywords = {}, doi = {}, url = {}, dimensions = {true}, } PALoc: Advancing SLAM Benchmarking With Prior-Assisted 6-DoF Trajectory Generation and Uncertainty Estimation Xiangcheng Hu, Linwei Zheng, Jin Wu, and 7 more authors IEEE/ASME Transactions on Mechatronics, 2024 PDF Bib Code @article{hu2024paloc, author = {Hu, Xiangcheng and Zheng, Linwei and Wu, Jin and Geng, Ruoyu and Yu, Yang and Wei, Hexiang and Tang, Xiaoyu and Wang, Lujia and Jiao, Jianhao and Liu, Ming}, journal = {IEEE/ASME Transactions on Mechatronics}, title = {PALoc: Advancing SLAM Benchmarking With Prior-Assisted 6-DoF Trajectory Generation and Uncertainty Estimation}, year = {2024}, volume = {}, number = {}, pages = {1-12}, keywords = {Trajectory;Simultaneous localization and mapping;Benchmark testing;Uncertainty;Gravity;Robustness;Location awareness;LiDAR Degeneracy;LiDAR Localization;simultaneous localization and mapping (SLAM) Benchmarking;uncertainty estimation}, doi = {10.1109/TMECH.2024.3362902}, url = {https://ieeexplore.ieee.org/document/10480308}, dimensions = {true}, } 2023 A VT-HMM-Based Framework for Countdown Timer Traffic Light State Estimation Shuyang Zhang, Qingwen Zhang, Feiyi Chen, and 3 more authors IEEE Transactions on Intelligent Transportation Systems, 2023 PDF Bib @article{zhang2023vt, title = {A VT-HMM-Based Framework for Countdown Timer Traffic Light State Estimation}, author = {Zhang, Shuyang and Zhang, Qingwen and Chen, Feiyi and Wu, Jin and Jiao, Jianhao and Wang, Lujia}, journal = {IEEE Transactions on Intelligent Transportation Systems}, year = {2023}, publisher = {IEEE}, doi = {}, url = {https://ieeexplore.ieee.org/document/10104204/}, dimensions = {true}, } LCE-Calib: Automatic LiDAR-Frame/Event Camera Extrinsic Calibration With a Globally Optimal Solution Jianhao Jiao, Feiyi Chen, Hexiang Wei, and 2 more authors IEEE/ASME Transactions on Mechatronics, 2023 PDF Bib Code @article{jiao2023lce, title = {LCE-Calib: Automatic LiDAR-Frame/Event Camera Extrinsic Calibration With a Globally Optimal Solution}, author = {Jiao, Jianhao and Chen, Feiyi and Wei, Hexiang and Wu, Jin and Liu, Ming}, journal = {IEEE/ASME Transactions on Mechatronics}, year = {2023}, publisher = {IEEE}, doi = {10.1109/TMECH.2023.3259444}, url = {https://ieeexplore.ieee.org/document/10099031/}, dimensions = {true}, } 2022 Accurate and robust visual localization system in large-scale appearance-changing environments Yang Yu, Peng Yun, Bohuan Xue, and 3 more authors IEEE/ASME Transactions on Mechatronics, 2022 PDF Bib Code @article{yu2022accurate, title = {Accurate and robust visual localization system in large-scale appearance-changing environments}, author = {Yu, Yang and Yun, Peng and Xue, Bohuan and Jiao, Jianhao and Fan, Rui and Liu, Ming}, journal = {IEEE/ASME Transactions on Mechatronics}, volume = {27}, number = {6}, pages = {5222--5232}, year = {2022}, publisher = {IEEE}, doi = {}, url = {https://ieeexplore.ieee.org/document/9788021}, dimensions = {true}, } Quadratic Pose Estimation Problems: Globally Optimal Solutions, Solvability/Observability Analysis, and Uncertainty Description Jin Wu, Yu Zheng, Zhi Gao, and 5 more authors IEEE Transactions on Robotics, 2022 PDF Bib Code @article{wu2022quadratic, title = {Quadratic Pose Estimation Problems: Globally Optimal Solutions, Solvability/Observability Analysis, and Uncertainty Description}, author = {Wu, Jin and Zheng, Yu and Gao, Zhi and Jiang, Yi and Hu, Xiangcheng and Zhu, Yilong and Jiao, Jianhao and Liu, Ming}, journal = {IEEE Transactions on Robotics}, volume = {38}, number = {5}, pages = {3314--3335}, year = {2022}, publisher = {IEEE}, doi = {}, url = {https://ieeexplore.ieee.org/document/9745263}, dimensions = {true}, } R-PCC: A Baseline for Range Image-Based Point Cloud Compression Sukai Wang, Jianhao Jiao, Peide Cai, and 1 more author International Conference on Robotics and Automation (ICRA), 2022 PDF Bib Code @inproceedings{wang2022r, title = {R-PCC: A Baseline for Range Image-Based Point Cloud Compression}, author = {Wang, Sukai and Jiao, Jianhao and Cai, Peide and Wang, Lujia}, booktitle = {International Conference on Robotics and Automation (ICRA)}, pages = {10055--10061}, year = {2022}, organization = {IEEE}, doi = {}, url = {https://ieeexplore.ieee.org/document/9811880}, dimensions = {true}, } FusionPortable: A Multi-Sensor Campus-Scene Dataset for Evaluation of Localization and Mapping Accuracy on Diverse Platforms xx Jianhao Jiao, Hexiang Wei, Tianshuai Hu, and 8 more authors IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2022 Preview PDF Bib Slides @inproceedings{jiao2022fusionportable, title = {FusionPortable: A Multi-Sensor Campus-Scene Dataset for Evaluation of Localization and Mapping Accuracy on Diverse Platforms}, author = {Jiao, Jianhao and Wei, Hexiang and Hu, Tianshuai and Hu, Xiangcheng and Zhu, Yilong and He, Zhijian and Wu, Jin and Yu, Jingwen and Xie, Xupeng and Huang, Huaiyang and others}, booktitle = {IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)}, pages = {3851--3856}, year = {2022}, organization = {IEEE}, dimensions = {true}, } An Online Interactive Approach for Crowd Navigation of Quadrupedal Robots Bowen Yang, Jianhao Jiao, Lujia Wang, and 1 more author IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2022 PDF Bib @inproceedings{yang2022online, title = {An Online Interactive Approach for Crowd Navigation of Quadrupedal Robots}, author = {Yang, Bowen and Jiao, Jianhao and Wang, Lujia and Liu, Ming}, booktitle = {IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)}, pages = {13556--13562}, year = {2022}, organization = {IEEE}, doi = {}, url = {https://ieeexplore.ieee.org/document/9981697}, dimensions = {true}, } 2021 On bundle adjustment for multiview point cloud registration Huaiyang Huang, Yuxiang Sun, Jin Wu, and 5 more authors IEEE Robotics and Automation Letters, 2021 PDF Bib Code @article{huang2021bundle, title = {On bundle adjustment for multiview point cloud registration}, author = {Huang, Huaiyang and Sun, Yuxiang and Wu, Jin and Jiao, Jianhao and Hu, Xiangcheng and Zheng, Linwei and Wang, Lujia and Liu, Ming}, journal = {IEEE Robotics and Automation Letters}, volume = {6}, number = {4}, pages = {8269--8276}, year = {2021}, publisher = {IEEE}, doi = {}, url = {https://ieeexplore.ieee.org/document/9516900}, dimensions = {true}, } Comparing Representations in Tracking for Event Camera-Based SLAM Jianhao Jiao, Huaiyang Huang, Liang Li, and 3 more authors Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2021 PDF Bib Code @inproceedings{jiao2021comparing, title = {Comparing Representations in Tracking for Event Camera-Based SLAM}, author = {Jiao, Jianhao and Huang, Huaiyang and Li, Liang and He, Zhijian and Zhu, Yilong and Liu, Ming}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops}, pages = {1369--1376}, year = {2021}, doi = {}, url = {https://www.computer.org/csdl/proceedings-article/cvprw/2021/489900b369/1yXsSej590k}, dimensions = {true}, } Robust Odometry and Mapping for Multi-LiDAR Systems with Online Extrinsic Calibration We propose the state-of-the-art multi-LiDAR SLAM system that consists of online calibration, localization, and uncertainty-aware mapping. Jianhao Jiao, Haoyang Ye, Yilong Zhu, and 1 more author IEEE Transactions on Robotics, 2021 Preview PDF Bib Code Video Website @article{jiao2021robust, title = {Robust Odometry and Mapping for Multi-LiDAR Systems with Online Extrinsic Calibration}, author = {Jiao, Jianhao and Ye, Haoyang and Zhu, Yilong and Liu, Ming}, journal = {IEEE Transactions on Robotics}, volume = {38}, number = {1}, pages = {351--371}, year = {2021}, publisher = {IEEE}, url = {https://ieeexplore.ieee.org/document/9444284}, video = {https://www.youtube.com/watch?v=qFA_bVkh89Y}, dimensions = {true}, } Greedy-Based Feature Selection for Efficient LiDAR SLAM Jianhao Jiao, Yilong Zhu, Haoyang Ye, and 5 more authors IEEE International Conference on Robotics and Automation (ICRA), 2021 PDF Bib Code @inproceedings{jiao2021greedy, abstact = {}, title = {Greedy-Based Feature Selection for Efficient LiDAR SLAM}, author = {Jiao, Jianhao and Zhu, Yilong and Ye, Haoyang and Huang, Huaiyang and Yun, Peng and Jiang, Linxin and Wang, Lujia and Liu, Ming}, booktitle = {IEEE International Conference on Robotics and Automation (ICRA)}, year = {2021}, organization = {IEEE}, doi = {}, url = {https://ieeexplore.ieee.org/document/9561262}, dimensions = {true}, } The Role of The Hercules Autonomous Vehicle During the Covid-19 Pandemic: An Autonomous Logistic Vehicle for Contactless Goods Transportation Tianyu Liu, Qinghai Liao, Lu Gan, and 28 more authors IEEE Robotics & Automation Magazine, 2021 PDF Bib Video Website @article{liu2021role, title = {The Role of The Hercules Autonomous Vehicle During the Covid-19 Pandemic: An Autonomous Logistic Vehicle for Contactless Goods Transportation}, author = {Liu, Tianyu and Liao, Qinghai and Gan, Lu and Ma, Fulong and Cheng, Jie and Xie, Xupeng and Wang, Zhe and Chen, Yingbing and Zhu, Yilong and Zhang, Shuyang and Chen, Zhengyong and Liu, Yang and Xie, Meng and Yu, Yang and Guo, Zitong and Li, Guang and Yuan, Peidong and Han, Dong and Chen, Yuying and Ye, Haoyang and Jiao, Jianhao and Yun, Peng and Xu, Zhenhua and Wang, Hengli and Huang, Huaiyang and Wang, Sukai and Cai, Peide and Sun, Yuxiang and Liu, Yandong and Wang, Lujia and Liu, Ming}, journal = {IEEE Robotics \& Automation Magazine}, volume = {28}, number = {1}, pages = {48--58}, year = {2021}, publisher = {IEEE}, url = {https://ieeexplore.ieee.org/document/9340284}, video = {https://www.youtube.com/watch?v=w_0oG3GIK_g}, dimensions = {true}, } 2020 MLOD: Awareness of Extrinsic Perturbation in Multi-LiDAR 3D Object Detection for Autonomous Driving Jianhao Jiao, Peng Yun, Lei Tai, and 1 more author IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2020 Preview PDF Bib Code Video Website @inproceedings{jiao2020mlod, title = {MLOD: Awareness of Extrinsic Perturbation in Multi-LiDAR 3D Object Detection for Autonomous Driving}, author = {Jiao, Jianhao and Yun, Peng and Tai, Lei and Liu, Ming}, booktitle = {IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)}, pages = {10556--10563}, year = {2020}, organization = {IEEE}, url = {https://ieeexplore.ieee.org/document/9561262}, video = {https://www.youtube.com/watch?v=hWDxAeqbCHA}, dimensions = {true}, } 2019 Automatic Calibration of Multiple 3D LiDARs in Outdoor Environment Jianhao Jiao, Yang Yu, Qinghai Liao, and 2 more authors IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2019 Preview PDF Bib Code Video Website @inproceedings{jiao2019automatic, title = {Automatic Calibration of Multiple 3D LiDARs in Outdoor Environment}, author = {Jiao, Jianhao and Yu, Yang and Liao, Qinghai and Ye, Haoyang and Liu, Ming}, booktitle = {IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)}, year = {2019}, doi = {}, url = {}, video = {https://www.youtube.com/watch?v=w_0oG3GIK_g}, dimensions = {true}, } IST Automatic Calibration of Dual-LiDARs Using Two Poles Stickered With Retro-Reflective Tape Bohuan Xue, Jianhao Jiao, Yilong Zhu, and 4 more authors IEEE International Conference on Imaging Systems and Techniques (IST), 2019 PDF Bib @inproceedings{xue2019automatic, title = {Automatic Calibration of Dual-LiDARs Using Two Poles Stickered With Retro-Reflective Tape}, author = {Xue, Bohuan and Jiao, Jianhao and Zhu, Yilong and Zhen, Linwei and Han, Dong and Liu, Ming and Fan, Rui}, booktitle = {IEEE International Conference on Imaging Systems and Techniques (IST)}, pages = {1--6}, year = {2019}, organization = {IEEE}, doi = {}, url = {https://ieeexplore.ieee.org/document/9010134}, dimensions = {true}, } A Novel Dual-LiDAR Calibration Algorithm Using Planar Surfaces Jianhao Jiao, Qinghai Liao, Yilong Zhu, and 5 more authors IEEE Intelligent Vehicles Symposium (IV), 2019 PDF Bib Code Video Website @inproceedings{jiao2019novel, title = {A Novel Dual-LiDAR Calibration Algorithm Using Planar Surfaces}, author = {Jiao, Jianhao and Liao, Qinghai and Zhu, Yilong and Liu, Tianyu and Yu, Yang and Fan, Rui and Wang, Lujia and Liu, Ming}, booktitle = {IEEE Intelligent Vehicles Symposium (IV)}, pages = {1499--1504}, year = {2019}, organization = {IEEE}, doi = {}, url = {https://ieeexplore.ieee.org/document/8814136}, video = {}, dimensions = {true}, } Real-time dense stereo embedded in a uav for road inspection Rui Fan, Jianhao Jiao, Jie Pan, and 3 more authors Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2019 PDF Bib Code @inproceedings{fan2019real, title = {Real-time dense stereo embedded in a uav for road inspection}, author = {Fan, Rui and Jiao, Jianhao and Pan, Jie and Huang, Huaiyang and Shen, Shaojie and Liu, Ming}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops}, pages = {0--0}, year = {2019}, doi = {}, dimensions = {true}, } Using DP Towards A Shortest Path Problem-Related Application Jianhao Jiao, Rui Fan, Han Ma, and 1 more author IEEE International Conference on Robotics and Automation (ICRA), 2019 PDF Bib Code Video Website @inproceedings{jiao2019using, title = {Using DP Towards A Shortest Path Problem-Related Application}, author = {Jiao, Jianhao and Fan, Rui and Ma, Han and Liu, Ming}, booktitle = {IEEE International Conference on Robotics and Automation (ICRA)}, year = {2019}, organization = {IEEE}, url = {https://ieeexplore.ieee.org/document/8793603/}, video = {https://www.youtube.com/watch?v=BiqJxLh_xdY}, dimensions = {true}, }