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Parallel Learning: Overview and Perspective for Computational Learning Across Syn2Real and Sim2Real 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 3, 页码: 603-631
作者:  Qinghai Miao;  Yisheng Lv;  Min Huang;  Xiao Wang;  Fei-Yue Wang
Adobe PDF(11937Kb)  |  收藏  |  浏览/下载：779/144  |  提交时间：2023/03/02
Machine learning  parallel learning  parallel systems  sim-to-real  syn-to-real  virtual-to-real  
Multimodal Unknown Surface Material Classification and Its Application to Physical Reasoning 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2022, 卷号: 18, 期号: 7, 页码: 4406-4416
作者:  Wei, Junhang;  Cui, Shaowei;  Hu, Jingyi;  Hao, Peng;  Wang, Shuo;  Lou, Zheng
Adobe PDF(3954Kb)  |  收藏  |  浏览/下载：334/54  |  提交时间：2022/06/10
Robots  Convolutional neural networks  Visualization  Informatics  Feature extraction  Task analysis  Haptic interfaces  Auditory and haptic information  deep learning  multimodal fusion  physical reasoning  unknown surface material classification (USMC)  
DVGG: Deep Variational Grasp Generation for Dextrous Manipulation 期刊论文
IEEE ROBOTICS AND AUTOMATION LETTERS, 2022, 卷号: 7, 期号: 2, 页码: 1659-1666
作者:  Wei, Wei;  Li, Daheng;  Wang, Peng;  Li, Yiming;  Li, Wanyi;  Luo, Yongkang;  Zhong, Jun
Adobe PDF(3717Kb)  |  收藏  |  浏览/下载：202/9  |  提交时间：2022/03/17
Deep learning in grasping and manipulation  multifingered hands  computer vision for automation  point cloud completion  iterative refinement  
From Teleoperation to Autonomous Robot-assisted Microsurgery: A Survey 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 页码: 288-306
作者:  Dandan Zhang
Adobe PDF(1635Kb)  |  收藏  |  浏览/下载：218/54  |  提交时间：2022/07/29
Robot-assisted microsurgery (RAMS)  imaging and sensing  teleoperation  cooperative control  robot learning  
Suction-based Grasp Point Estimation in Cluttered Environment for Robotic Manipulator Using Deep Learning-based Affordance Map 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 2, 页码: 277-287
作者:  Tri Wahyu Utomo, Adha Imam Cahyadi, Igi Ardiyanto
Adobe PDF(913Kb)  |  收藏  |  浏览/下载：142/51  |  提交时间：2021/04/22
Grasping point estimation  household objects  red, green, blue and depth (RGBD) channel image  semantic segmentation  cluttered environment  
Current Researches and Future Development Trend of Intelligent Robot: A Review 期刊论文
International Journal of Automation and Computing, 2018, 卷号: 15, 期号: 5, 页码: 525-546
作者:  Tian-Miao Wang;  Yong Tao;  Hui Liu
Adobe PDF(2945Kb)  |  收藏  |  浏览/下载：181/50  |  提交时间：2021/02/23
Intelligent robot  human-robot collaboration  driverless technology  emotion recognition  brain-computer interface  big data network.  
Pose-estimation and reorientation of pistons for robotic bin-picking 期刊论文
INDUSTRIAL ROBOT-AN INTERNATIONAL JOURNAL, 2016, 卷号: 43, 期号: 1, 页码: 22-32
作者:  Su, Jianhua;  Liu, Zhi-Yong;  Qiao, Hong;  Liu, Chuankai
Adobe PDF(1348Kb)  |  收藏  |  浏览/下载：337/127  |  提交时间：2016/10/20
Reorient  Ellipse Detection Algorithm  Vision-guided Bin-picking  
The Concept of "Attractive Region in Environment" and its Application in High-Precision Tasks With Low-Precision Systems 期刊论文
IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2015, 卷号: 20, 期号: 5, 页码: 2311-2327
作者:  Qiao, Hong;  Wang, Min;  Su, Jianhua;  Jia, Shengxin;  Li, Rui
Adobe PDF(3359Kb)  |  收藏  |  浏览/下载：341/81  |  提交时间：2015/10/26
Assembly  Attractive Region In Environment (Arie)  Grasping  Localization  Sensorless Manipulation  
Form-closure caging grasps of polygons with a parallel-jaw gripper 期刊论文
ROBOTICA, 2015, 卷号: 33, 期号: 6, 页码: 1375-1392
作者:  Su, Jianhua;  Ou, Zhicai;  Qiao, Hong
Adobe PDF(1340Kb)  |  收藏  |  浏览/下载：233/77  |  提交时间：2015/09/17
Parallel-jaw Gripper  Caging Grasps  Attractive Region  
Vision-Based Caging Grasps of Polyhedron-Like Workpieces With a Binary Industrial Gripper 期刊论文
IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2015, 卷号: 12, 期号: 3, 页码: 1033-1046
作者:  Su, Jianhua;  Qiao, Hong;  Ou, Zhicai;  Liu, Zhi-Yong
浏览  |  Adobe PDF(3359Kb)  |  收藏  |  浏览/下载：307/71  |  提交时间：2015/09/23
Attractive Region  Caging Configuration  Industry Gripper