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CASIA OpenIR
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A pixel-level deep segmentation network for automatic defect detection 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2023, 卷号: 215, 页码: 11
作者:  Yang, Lei;  Xu, Shuai;  Fan, Junfeng;  Li, En;  Liu, Yanhong
收藏  |  浏览/下载：340/0  |  提交时间：2023/02/22
Defect detection  Deep convolutional neural network  U-shape network  ConvLSTM network  
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：226/0  |  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  
Inspection of Welding Defect Based on Multi-feature Fusion and a Convolutional Network 期刊论文
JOURNAL OF NONDESTRUCTIVE EVALUATION, 2021, 卷号: 40, 期号: 4, 页码: 11
作者:  Yang, Lei;  Fan, Junfeng;  Huo, Benyan;  Liu, Yanhong
收藏  |  浏览/下载：148/0  |  提交时间：2021/12/28
Welding defect  X-ray detection  Transfer learning  Multi-feature fusion  Dempster-Shafer evidence theory  
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：206/0  |  提交时间：2021/03/08
Data augmentation  deep convolutional network model  object location  samples updating  semantic segmentation  weld bead  
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：267/24  |  提交时间：2019/12/16
Seam extraction  structured light vision  target tracking  KCF  
A pose estimation system based on deep neural network and ICP registration for robotic spray painting application 期刊论文
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2019, 卷号: 104, 期号: 1-4, 页码: 285-299
作者:  Wang, Zhe;  Fan, Junfeng;  Jing, Fengshui;  Liu, Zhaoyang;  Tan, Min
Adobe PDF(1920Kb)  |  收藏  |  浏览/下载：377/48  |  提交时间：2019/12/16
Pose estimation  Spray painting  RGB-D sensor  Deep neural network  ICP registration  
A precise seam tracking method for narrow butt seams based on structured light vision sensor 期刊论文
OPTICS AND LASER TECHNOLOGY, 2019, 卷号: 109, 页码: 616-626
作者:  Fan, Junfeng;  Jing, Fengshui;  Yang, Lei;  Long, Teng;  Tan, Min
浏览  |  Adobe PDF(2170Kb)  |  收藏  |  浏览/下载：322/126  |  提交时间：2019/04/27
Seam tracking  Structured light vision  Narrow butt seam  Image processing  Fuzzy-PID controller  
Automatic recognition system of welding seam type based on SVM method 期刊论文
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2017, 卷号: 92, 期号: 1-4, 页码: 989-999
作者:  Fan, Junfeng;  Jing, Fengshui;  Fang, Zaojun;  Tan, Min
浏览  |  Adobe PDF(2124Kb)  |  收藏  |  浏览/下载：390/127  |  提交时间：2018/01/05
Welding Seam Type Recognition  Structured-light Vision  Svm Method  Feature Extraction