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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:3/0
  |  
提交时间:2023/12/21
Weld seam type identification
Initial point guidance
Deep learning
Robot welding
Vision sensors
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
收藏
  |  
浏览/下载:5/0
  |  
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:18/0
  |  
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 3D Seam Extraction Method for Welding Robot Based on Monocular Structured Light
期刊论文
IEEE SENSORS JOURNAL, 2021, 卷号: 21, 期号: 14, 页码: 16359-16370
作者:
Lu, Zhenfeng
;
Fan, Junfeng
;
Hou, Zhanxin
;
Deng, Sai
;
Zhou, Chao
收藏
  |  
浏览/下载:47/0
  |  
提交时间:2021/11/02
Structured light
weld extraction
visual sensor
3D reconstruction
path model
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
作者:
Fan, Junfeng
;
Deng, Sai
;
Ma, Yunkai
;
Zhou, Chao
;
Jing, Fengshui
收藏
  |  
浏览/下载:60/0
  |  
提交时间: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
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
收藏
  |  
浏览/下载:20/0
  |  
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:37/0
  |  
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 novel system for off-line 3D seam extraction and path planning based on point cloud segmentation for arc welding robot
期刊论文
ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING, 2020, 卷号: 64, 页码: 14
作者:
Yang, Lei
;
Liu, Yanhong
;
Peng, Jinzhu
;
Liang, Zize
收藏
  |  
浏览/下载:38/0
  |  
提交时间:2020/06/22
Seam extraction
3D Reconstruction
Point cloud segmentation
Feature extraction
Path planning
Pose estimation
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