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From Model to Reality: A Robust Framework for Automatic Generation of Welding Paths 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2024, 页码: 12
Authors:  Ma, Yunkai;  Fan, Junfeng;  Zhao, Sihan;  Jing, Fengshui;  Wang, Shuo;  Tan, Min
Favorite  |  View/Download:17/0  |  Submit date:2024/07/04
Welding  Point cloud compression  Vision sensors  Solid modeling  Robot kinematics  Cameras  Intelligent sensors  CAD model  deep neural network  robotic welding  spatial curve weld  welding path generation  
DeepKP: A Robust and Accurate Framework for Weld Seam Keypoint Extraction in Welding Robots 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2024, 卷号: 73, 页码: 10
Authors:  Zhao, Sihan;  Ma, Yunkai;  Fan, Junfeng;  Zhou, Zhen;  Wang, Hongliang;  Jing, Fengshui;  Tan, Min
Favorite  |  View/Download:16/0  |  Submit date:2024/07/03
Linear laser vision sensor  robot welding  seam tracking  weld seam denoising  weld seam keypoint (WSKP) extraction  
WeldNet: A deep learning based method for weld seam type identification and initial 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2024, 卷号: 238, 页码: 15
Authors:  Ma, Yunkai;  Fan, Junfeng;  Zhou, Zhen;  Zhao, Sihan;  Jing, Fengshui;  Tan, Min
Favorite  |  View/Download:161/0  |  Submit date:2023/12/21
Weld seam type identification  Initial point guidance  Deep learning  Robot welding  Vision sensors  
WeldNet: A deep learning based method for weld seam type identification and initial point guidance 期刊论文
Expert Systems With Applications, 2023, 卷号: 238, 期号: 0, 页码: 121700
Authors:  Yunkai Ma;  Junfeng Fan;  Zhen Zhou;  Sihan Zhao;  Fengshui Jing;  Min Tan
Adobe PDF(7058Kb)  |  Favorite  |  View/Download:215/32  |  Submit date:2023/10/08
Efficient and Accurate Start Point Guiding and Seam Tracking Method for Curve Weld Based on Structure Light 期刊论文
IEEE Transactions on Instrumentation and Measurement, 2021, 卷号: 70, 期号: 0, 页码: 3001310
Authors:  Yunkai Ma;  Junfeng Fan;  Sai Deng;  Yu Luo;  Xihong Ma;  Fengshui Jing;  Min Tan
Adobe PDF(3660Kb)  |  Favorite  |  View/Download:150/38  |  Submit date:2023/10/08
A Fast and Robust Seam Tracking Method for Spatial Circular Weld Based on Laser Visual Sensor 期刊论文
IEEE Transactions on Instrumentation and Measurement, 2021, 卷号: 0, 期号: 70, 页码: 5015311
Authors:  Yunkai Ma;  Junfeng Fan;  Huizhen Yang;  Lei Yang;  Zhaohui Ji;  Fengshui Jing;  Min Tan
Adobe PDF(3060Kb)  |  Favorite  |  View/Download:184/50  |  Submit date:2023/10/08
Development of a Hybrid Vision Sensor and Its Application in Robotic Welding 会议论文
, Auckland, New Zealand, 26-30 August 2023
Authors:  Yunkai Ma;  Junfeng Fan;  Zhen Zhou;  Sihan Zhao;  Fengshui Jing;  Min Tan
Adobe PDF(2220Kb)  |  Favorite  |  View/Download:260/61  |  Submit date:2023/10/08
An Efficient and Robust Complex Weld Seam Feature Point Extraction Method for Seam Tracking and Posture Adjustment 期刊论文
IEEE Transactions on Industrial Informatics, 2023, 卷号: 19, 期号: 11, 页码: 10704 - 10715
Authors:  Yunkai Ma;  Junfeng Fan;  Huizhen Yang;  Hongliang Wang;  Shiyu Xing;  Fengshui Jing;  Min Tan
Adobe PDF(9580Kb)  |  Favorite  |  View/Download:244/68  |  Submit date:2023/10/08
Complex spatially curved weld seam  laser visual sensor  posture adjustment  robot welding  seam tracking  weld seam feature point (WSFP) extraction  
A Robotic End-Effector for Screwing and Unscrewing Bolts From the Side 期刊论文
IEEE ROBOTICS AND AUTOMATION LETTERS, 2022, 卷号: 7, 期号: 4, 页码: 9793-9800
Authors:  Tao, Rui;  Fan, Junfeng;  Jing, Fengshui;  Jun, Hou;  Xing, Shiyu;  Ma, Yunkai;  Tan, Min
Favorite  |  View/Download:253/0  |  Submit date:2022/09/19
Fasteners  End effectors  Robots  Torque  Mouth  Gears  Grippers  Screwing and unscrewing  grippers and other end-effectors  mechanism design  assembly  
Seam Feature Point Acquisition Based on Efficient Convolution Operator and Particle Filter in GMAW 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2021, 卷号: 17, 期号: 2, 页码: 1220-1230
Authors:  Fan, Junfeng;  Deng, Sai;  Ma, Yunkai;  Zhou, Chao;  Jing, Fengshui;  Tan, Min
Favorite  |  View/Download:278/0  |  Submit date:2021/03/02
Welding  Target tracking  Vision sensors  Feature extraction  Cameras  Robots  Convolution  Efficient convolution operator (ECO)  particle filter (PF)  robot intelligent welding  seam feature acquisition  structured light vision