DSW-YOLOv8n: A new underwater target detection algorithm based on improved YOLOv8n

Q Liu, W Huang, X Duan, J Wei, T Hu, J Yu, J Huang - Electronics, 2023 - mdpi.com
Underwater target detection is widely used in various applications such as underwater
search and rescue, underwater environment monitoring, and marine resource surveying …

High-precision detection algorithm for metal workpiece defects based on deep learning

X Xu, G Zhang, W Zheng, A Zhao, Y Zhong, H Wang - Machines, 2023 - mdpi.com
Computer vision technology is increasingly being widely applied in automated industrial
production. However, the accuracy of workpiece detection is the bottleneck in the field of …

A Real-Time Defect Detection Strategy for Additive Manufacturing Processes Based on Deep Learning and Machine Vision Technologies

W Wang, P Wang, H Zhang, X Chen, G Wang, Y Lu… - Micromachines, 2023 - mdpi.com
Nowadays, additive manufacturing (AM) is advanced to deliver high-value end-use products
rather than individual components. This evolution necessitates integrating multiple …

A wall climbing robot based on machine vision for automatic welding seam inspection

Y Du, M Liu, J Wang, X Liu, K Wang, Z Liu, Q Dong… - Ocean …, 2024 - Elsevier
With the ongoing progress of industrial technology such as shipbuilding, the importance of
weld quality in industrial production is becoming increasingly prominent. Intelligent and …

A new Feature Pyramid Network with Bidirectional Jump Connection Network for Small Defect Detection on Solar PV Wafer

S Fan, S Guo, J He, J Wei, L Wen - IEEE Sensors Journal, 2024 - ieeexplore.ieee.org
Photovoltaic (PV) wafers are the core component of solar cells, and detection of their surface
defects is critical to improving the reliability of solar cell. The intricacies inherent of wafer …

Enhanced YOLOv8 with BiFPN-SimAM for Precise Defect Detection in Miniature Capacitors

N Li, T Ye, Z Zhou, C Gao, P Zhang - Applied Sciences, 2024 - mdpi.com
In the domain of automatic visual inspection for miniature capacitor quality control, the task
of accurately detecting defects presents a formidable challenge. This challenge stems …

Study on the detection technology for inner-wall outer surface defects of the automotive ABS brake master cylinder based on BM-YOLOv8

G Liu, Y Yan, J Meng - Measurement Science and Technology, 2024 - iopscience.iop.org
A defect detection approach based on the BiFormer+ MPDIoU's YOLOv8 (BM-YOLOv8)
model is proposed which addresses the challenges of low accuracy and low efficiency in …

An improved image processing based welding automation in Industry 4.0

M Dheer, SS Raghotham… - 2024 2nd International …, 2024 - ieeexplore.ieee.org
An unique method to improve the overall performance of welding operations via photo
processing. via using picture processing strategies along with segmentation, characteristic …