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Reinforcement Learning Based Variable Impedance Control for High Precision Human-robot Collaboration Tasks 会议论文
, 线上, July 3-5, 2021
作者:  Meng, Yan;  Su, Jianhua;  Wu, Jiaxi
Adobe PDF(6621Kb)  |  收藏  |  浏览/下载:191/44  |  提交时间:2022/06/15
Robot Precision Assembly Combining with Passive and Active Compliant Motions 期刊论文
IEEE Trans. on Industrial Electronics, 2022, 卷号: 69, 期号: 8, 页码: 8157-8167
作者:  Su JH(苏建华)
Adobe PDF(3158Kb)  |  收藏  |  浏览/下载:282/119  |  提交时间:2022/03/31
Compliant motion  assembly  force controller  constraint region.  
Learning to Assemble Noncylindrical Parts Using Trajectory Learning and Force Tracking 期刊论文
IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2021, 页码: 12
作者:  Su, Jianhua;  Meng, Yan;  Wang, Lili;  Yang, Xu
Adobe PDF(4865Kb)  |  收藏  |  浏览/下载:323/52  |  提交时间:2022/01/27
Force  Trajectory  Robots  Task analysis  Hidden Markov models  Impedance  Training  Assembly skill  impedance control  learning from demonstration  movement primitives (MPs)  
Immobilizing Caging Grasps of Convex Polyhedrons With a Four-Pin Gripper 期刊论文
IEEE ROBOTICS AND AUTOMATION LETTERS, 2021, 卷号: 6, 期号: 4, 页码: 7683-7690
作者:  Su, Jianhua;  Liu, Chuankai;  Meng, Yan
Adobe PDF(2462Kb)  |  收藏  |  浏览/下载:283/46  |  提交时间:2021/11/03
Grasping  Grippers  Pins  Three-dimensional displays  Industries  Shape  Neck  Caging grasps  grasping  in-hand manipulation  industrial robot  
Visual affordance detection using an efficient attention convolutional neural network 期刊论文
NEUROCOMPUTING, 2021, 卷号: 440, 期号: 2021, 页码: 36-44
作者:  Gu, Qipeng;  Su, Jianhua;  Yuan, Lei
Adobe PDF(1561Kb)  |  收藏  |  浏览/下载:323/64  |  提交时间:2021/06/15
Affordance detection  Attention mechanism  Up-sampling layer  
Micro-Expression Recognition Using Color Spaces 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2015, 卷号: 24, 期号: 12, 页码: 6034-6047
作者:  Wang, Su-Jing;  Yan, Wen-Jing;  Li, Xiaobai;  Zhao, Guoying;  Zhou, Chun-Guang;  Fu, Xiaolan;  Yang, Minghao;  Tao, Jianhua
收藏  |  浏览/下载:113/0  |  提交时间:2020/10/27
Micro-expression Recognition  Color Spaces  Tensor Analysis  Local Binary Patterns  Facial Action Coding System  
WAGNN: A Weighted Aggregation Graph Neural Network for robot skill learning 期刊论文
ROBOTICS AND AUTONOMOUS SYSTEMS, 2020, 卷号: 130, 页码: 9
作者:  Zhang, Fengyi;  Liu, Zhiyong;  Xiong, Fangzhou;  Su, Jianhua;  Qiao, Hong
Adobe PDF(1550Kb)  |  收藏  |  浏览/下载:330/47  |  提交时间:2020/07/20
Skill transfer learning  Serial structures  Robot skill learning  Graph Neural Network  
Graph-Based Registration and Blending for Undersea Image Stitching 期刊论文
ROBOTICA, 2020, 卷号: 38, 期号: 3, 页码: 396-409
作者:  Yang, Xu;  Liu, Zhi-Yong;  Qiao, Hong;  Su, Jian-Hua;  Ji, Da-Xiong;  Zang, Ai-Yun;  Huang, Hai
收藏  |  浏览/下载:280/0  |  提交时间:2020/03/30
Undersea image stitching  Feature correspondence  Graph matching  Energy minimization  Nonsubmodular function  
Integrated thermal assembly using hierarchical kernel regression method 期刊论文
ADVANCED ROBOTICS, 2019, 卷号: 33, 期号: 22, 页码: 1194-1208
作者:  Su, Jianhua;  Chen, Bin;  Liu, Chuankai;  Yang, Xu;  Liu, Zhiyong;  Qiao, Hong
Adobe PDF(3406Kb)  |  收藏  |  浏览/下载:339/56  |  提交时间:2019/12/16
Hierarchical kernel regression  integration thermal assembly model  interference-fit  
Caging a novel object using multi-task learning method 期刊论文
NEUROCOMPUTING, 2019, 卷号: 351, 页码: 146-155
作者:  Su, Jianhua;  Chen, Bin;  Qiao, Hong;  Liu, Zhi-yong
收藏  |  浏览/下载:291/0  |  提交时间:2019/07/11
Multi-task learning  Grasping  Kernel regression