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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
作者:  Yunkai Ma;  Junfeng Fan;  Zhen Zhou;  Sihan Zhao;  Fengshui Jing;  Min Tan
Adobe PDF(7058Kb)  |  收藏  |  浏览/下载：169/24  |  提交时间：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
作者:  Yunkai Ma;  Junfeng Fan;  Sai Deng;  Yu Luo;  Xihong Ma;  Fengshui Jing;  Min Tan
Adobe PDF(3660Kb)  |  收藏  |  浏览/下载：106/25  |  提交时间：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
作者:  Yunkai Ma;  Junfeng Fan;  Huizhen Yang;  Lei Yang;  Zhaohui Ji;  Fengshui Jing;  Min Tan
Adobe PDF(3060Kb)  |  收藏  |  浏览/下载：145/40  |  提交时间：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
作者:  Yunkai Ma;  Junfeng Fan;  Huizhen Yang;  Hongliang Wang;  Shiyu Xing;  Fengshui Jing;  Min Tan
Adobe PDF(9580Kb)  |  收藏  |  浏览/下载：196/51  |  提交时间：2023/10/08
Image Denoising of Seam Images With Deep Learning for Laser Vision Seam Tracking 期刊论文
IEEE SENSORS JOURNAL, 2022, 卷号: 22, 期号: 6, 页码: 6098-6107
作者:  Yang, Lei;  Fan, Junfeng;  Huo, Benyan;  Li, En;  Liu, Yanhong
收藏  |  浏览/下载：211/0  |  提交时间：2022/06/10
Welding  Laser noise  Sensors  Robots  Laser modes  Feature extraction  Lasers  Deep network architecture  image denoising  seam tracking  robot welding  structured light vision  
A Review on Representative Swarm Intelligence Algorithms for Solving Optimization Problems: Applications and Trends 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 10, 页码: 1627-1643
作者:  Jun Tang;  Gang Liu;  Qingtao Pan
Adobe PDF(5712Kb)  |  收藏  |  浏览/下载：122/29  |  提交时间：2021/09/03
Ant colony optimization (ACO)  artificial bee colony (ABC)  artificial fish swarm (AFS)  bacterial foraging optimization (BFO)  optimization  particle swarm optimization (PSO)  swarm intelligence  
Automatic Detection and Location of Weld Beads With Deep Convolutional Neural Networks 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2021, 卷号: 70, 页码: 12
作者:  Yang, Lei;  Fan, Junfeng;  Liu, Yanhong;  Li, En;  Peng, Jinzhu;  Liang, Zize
收藏  |  浏览/下载：198/0  |  提交时间：2021/03/08
Data augmentation  deep convolutional network model  object location  samples updating  semantic segmentation  weld bead  
A structured light vision sensor for on-line weld bead measurement and weld quality inspection 期刊论文
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2020, 卷号: 106, 期号: 5-6, 页码: 2065-2078
作者:  Han, Yanqing;  Fan, Junfeng;  Yang, Xiaozhong
收藏  |  浏览/下载：211/0  |  提交时间：2020/03/30
Weld bead measurement  Weld quality inspection  Structured light vision  Image processing  3D reconstruction  
A High-Speed Seam Extraction Method Based on the Novel Structured-Light Sensor for Arc Welding Robot: A Review 期刊论文
IEEE SENSORS JOURNAL, 2018, 卷号: 18, 期号: 21, 页码: 8631-8641
作者:  Yang, Lei;  Li, En;  Long, Teng;  Fan, Junfeng;  Liang, Zize
Adobe PDF(2552Kb)  |  收藏  |  浏览/下载：257/24  |  提交时间：2019/12/16
Seam extraction  structured light vision  target tracking  KCF  
An initial point alignment and seam tracking system for narrow weld 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2019, 期号: 1, 页码: 1-10
作者:  Fan JF(范俊峰);  Deng S(邓赛);  Jing FS(景奉水);  Zhou C(周超);  Yang L(杨磊);  Long T(龙腾);  Tan M(谭民)
浏览  |  Adobe PDF(3300Kb)  |  收藏  |  浏览/下载：345/120  |  提交时间：2019/06/21
Initial Point Alignment, Seam Tracking, Narrow Weld, Laser Vision Sensor, Robot Welding