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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
作者:
Ma, Yunkai
;
Fan, Junfeng
;
Zhou, Zhen
;
Zhao, Sihan
;
Jing, Fengshui
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2023/12/21
Weld seam type identification
Initial point guidance
Deep learning
Robot welding
Vision sensors
Development of a Hybrid Vision Sensor and Its Application in Robotic Welding
会议论文
Auckland, New Zealand, 26-30 August 2023
作者:
Yunkai Ma
;
Junfeng Fan
;
Zhen Zhou
;
Sihan Zhao
;
Fengshui Jing
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2023/10/08
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
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2023/10/11
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:19/0
  |  
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
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
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2021/03/08
Data augmentation
deep convolutional network model
object location
samples updating
semantic segmentation
weld bead
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, 页码: 10
作者:
Ma, Yunkai
;
Fan, Junfeng
;
Deng, Sai
;
Luo, Yu
;
Ma, Xihong
收藏
  |  
浏览/下载:42/0
  |  
提交时间:2021/11/04
Cubic B-spline
curve weld
laser visual sensor
robot welding
seam tracking
sliding data queue
start point guiding
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
收藏
  |  
浏览/下载:0/0
  |  
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
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2023/10/08
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
收藏
  |  
浏览/下载:41/0
  |  
提交时间:2019/04/27
Seam tracking
Structured light vision
Narrow butt seam
Image processing
Fuzzy-PID controller
A welding quality detection method for arc welding robot based on 3D reconstruction with SFS algorithm
期刊论文
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2018, 卷号: 94, 期号: 1-4, 页码: 1209-1220
作者:
Yang, Lei
;
Li, En
;
Long, Teng
;
Fan, Junfeng
;
Mao, Yijian
收藏
  |  
浏览/下载:34/0
  |  
提交时间:2018/03/03
Welding Quality
Sfs
3d Reconstruction
Feature Extraction
Svm
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