Intelligent welding system technologies: State-of-the-art review and perspectives
Welding systems are being transformed by the advent of modern information technologies
such as the internet of things, big data, artificial intelligence, cloud computing, and intelligent …
such as the internet of things, big data, artificial intelligence, cloud computing, and intelligent …
Advances techniques of the structured light sensing in intelligent welding robots: a review
With the rapid development of artificial intelligence and intelligent manufacturing, the
traditional teaching-playback mode and the off-line programming (OLP) mode cannot meet …
traditional teaching-playback mode and the off-line programming (OLP) mode cannot meet …
Deep learning for multigrade brain tumor classification in smart healthcare systems: A prospective survey
Brain tumor is one of the most dangerous cancers in people of all ages, and its grade
recognition is a challenging problem for radiologists in health monitoring and automated …
recognition is a challenging problem for radiologists in health monitoring and automated …
TGFuse: An infrared and visible image fusion approach based on transformer and generative adversarial network
The end-to-end image fusion framework has achieved promising performance, with
dedicated convolutional networks aggregating the multi-modal local appearance. However …
dedicated convolutional networks aggregating the multi-modal local appearance. However …
Surface defect detection of steel strips based on improved YOLOv4
M Li, H Wang, Z Wan - Computers and Electrical Engineering, 2022 - Elsevier
During the production and processing of steel strips, the production process and external
factors lead to surface defects that negatively impact the strips' integrity and functionality …
factors lead to surface defects that negatively impact the strips' integrity and functionality …
A steel surface defect inspection approach towards smart industrial monitoring
With the advance in Industry 4.0, smart industrial monitoring has been proposed to timely
discover faults and defects in industrial processes. Steel is widely used in manufacturing …
discover faults and defects in industrial processes. Steel is widely used in manufacturing …
An automatic welding defect location algorithm based on deep learning
Welding production has a pivotal role in the modern manufacturing industry. However,
welding defects are frequently generated during the complex welding production process …
welding defects are frequently generated during the complex welding production process …
Efficient surface defect detection using self-supervised learning strategy and segmentation network
R Xu, R Hao, B Huang - Advanced Engineering Informatics, 2022 - Elsevier
Surface defect detection plays a crucial role in the production process to ensure product
quality. With the development of Industry 4.0 and smart manufacturing, traditional manual …
quality. With the development of Industry 4.0 and smart manufacturing, traditional manual …
Defect detection in welding radiographic images based on semantic segmentation methods
H Xu, ZH Yan, BW Ji, PF Huang, JP Cheng, XD Wu - Measurement, 2022 - Elsevier
In order to remove the limitations of human interpretation, many computer-aided algorithms
have been developed to automatically detect defects in radiographic images. Compared …
have been developed to automatically detect defects in radiographic images. Compared …
A generative adversarial network based deep learning method for low-quality defect image reconstruction and recognition
Y Gao, L Gao, X Li - IEEE Transactions on Industrial Informatics, 2020 - ieeexplore.ieee.org
In vision-based defect recognition, deep learning (DL) is a research hotspot. However, DL is
sensitive to image quality, and it is hard to collect enough high-quality defect images. The …
sensitive to image quality, and it is hard to collect enough high-quality defect images. The …