Real-time recognition of arc weld pool using image segmentation network

Advanced Welding Manufacturing - An Analysis and Review of Challenges and Solutions

(2020) Yu Ming Zhang et al.   JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME

Detecting dynamic development of weld pool using machine learning from innovative composite images for adaptive welding

(2020) Yongchao Cheng et al.   Journal of Manufacturing Processes

Automated defect classification of Aluminium 5083 TIG welding using HDR camera and neural networks

(2019) Daniel Bacioiu et al.   Journal of Manufacturing Processes

Study on Short-Circuiting GMAW Pool Behavior and Microstructure of the Weld with Different Waveform Control Methods

(2019) Tao Chen et al.   Metals

Virtual reality human-robot collaborative welding: A case study of weaving gas tungsten arc welding

(2019) Qiyue Wang et al.   Journal of Manufacturing Processes

Mask R-CNN

(2018) Kaiming He et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

(2018) Liang-Chieh Chen et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

(2017) Shaoqing Ren et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Real‐time image capturing and processing of seam and pool during robotic welding process

(2014) Yanling Xu et al.   Industrial Robot-The International Journal of Robotics Research and Application

Analytical real-time measurement of a three-dimensional weld pool surface

(2013) WeiJie Zhang et al.   MEASUREMENT SCIENCE and TECHNOLOGY