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Efficient and Robust Point Cloud Registration via Heuristics-guided Parameter Search Journal article
Tianyu Huang, Haoang Li, Liangzu Peng, Yinlong Liu, Yun-Hui Liu. Efficient and Robust Point Cloud Registration via Heuristics-guided Parameter Search[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024, 46(10), 6966-6984.
Authors:  Tianyu Huang;  Haoang Li;  Liangzu Peng;  Yinlong Liu;  Yun-Hui Liu
Favorite | TC[WOS]:1 TC[Scopus]:2  IF:20.8/22.2 | Submit date：2024/06/27
Point Cloud Registration  Sampling  Parameter Search  Transformation Decomposition  Interval Stabbing  
Transformation Decoupling Strategy based on Screw Theory for Deterministic Point Cloud Registration with Gravity Prior Journal article
Li, Xinyi, Ma, Zijian, Liu, Yinlong, Zimmer, Walter, Cao, Hu, Zhang, Feihu, Knoll, Alois. Transformation Decoupling Strategy based on Screw Theory for Deterministic Point Cloud Registration with Gravity Prior[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024, 14(8), 1-18.
Authors:  Li, Xinyi;  Ma, Zijian;  Liu, Yinlong;  Zimmer, Walter;  Cao, Hu; et al.
Favorite | TC[Scopus]:0  IF:20.8/22.2 | Submit date：2024/09/03
Rigid Point Cloud Registration  Screw Theory  Gravity Direction  Robust Estimation  Consensus Maximization  Branch-and-bound  Interval Stabbing  
Global Localization in Large-scale Point Clouds via Roll-pitch-yaw Invariant Place Recognition and Low-overlap Global Registration Journal article
Wang, Zhong, Zhang, Lin, Zhao, Shengjie, Zhou, Yicong. Global Localization in Large-scale Point Clouds via Roll-pitch-yaw Invariant Place Recognition and Low-overlap Global Registration[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2024, 34(5), 3846-3859.
Authors:  Wang, Zhong;  Zhang, Lin;  Zhao, Shengjie;  Zhou, Yicong
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:8.3/7.1 | Submit date：2024/02/22
Global Localization  Place Recognition  Low-overlap Global Registration  Point Cloud  
Efficient and Deterministic Search Strategy Based on Residual Projections for Point Cloud Registration With Correspondences Journal article
Li, Xinyi, Cao, Hu, Liu, Yinlong, Liu, Xueli, Zhang, Feihu, Knoll, Alois. Efficient and Deterministic Search Strategy Based on Residual Projections for Point Cloud Registration With Correspondences[J]. IEEE Transactions on Intelligent Vehicles, 2024, 1-16.
Authors:  Li, Xinyi;  Cao, Hu;  Liu, Yinlong;  Liu, Xueli;  Zhang, Feihu; et al.
Favorite | TC[Scopus]:1  IF:14.0/11.2 | Submit date：2024/06/05
3-dof  6-dof  Branch And Bound  Correspondence-based Registration  Linear Programming  Point Cloud Compression  Point Cloud Registration  Pose Decoupling  Residual Projections  Robustness  Search Problems  Simultaneous Pose And Correspondence Registration  Three-dimensional Displays  
HRegNet: A Hierarchical Network for Efficient and Accurate Outdoor LiDAR Point Cloud Registration Journal article
Lu, Fan, Chen, Guang, Liu, Yinlong, Zhang, Lijun, Qu, Sanqing, Liu, Shu, Gu, Rongqi, Jiang, Changjun. HRegNet: A Hierarchical Network for Efficient and Accurate Outdoor LiDAR Point Cloud Registration[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023, 45(10), 11884-11897.
Authors:  Lu, Fan;  Chen, Guang;  Liu, Yinlong;  Zhang, Lijun;  Qu, Sanqing; et al.
Favorite | TC[WOS]:6 TC[Scopus]:7  IF:20.8/22.2 | Submit date：2023/11/01
Deep Learning  Lidar  Point Cloud Registration  
Sparse-to-Dense Matching Network for Large-scale LiDAR Point Cloud Registration Journal article
Lu,Fan, Chen,Guang, Liu,Yinlong, Zhan,Yibing, Li,Zhijun, Tao,Dacheng, Jiang,Changjun. Sparse-to-Dense Matching Network for Large-scale LiDAR Point Cloud Registration[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023, 45(9), 11270-11282.
Authors:  Lu,Fan;  Chen,Guang;  Liu,Yinlong;  Zhan,Yibing;  Li,Zhijun; et al.
Favorite | TC[WOS]:9 TC[Scopus]:12  IF:20.8/22.2 | Submit date：2023/08/03
Cloud Computing  Correspondence  Feature Extraction  Feature Matching  Filtering  Laser Radar  Lidar  Optimal Transport  Pipelines  Point Cloud Compression  Point Cloud Registration  Rigid  Sparse-to-dense  Three-dimensional Displays