EDRNet: Encoder–decoder residual network for salient object detection of strip steel surface defects
It is still a challenging task to detect the surface defects of strip steel due to its complex
variations, including variable defect types, cluttered background, low contrast, and noise …
variations, including variable defect types, cluttered background, low contrast, and noise …
A surface defect detection framework for glass bottle bottom using visual attention model and wavelet transform
X Zhou, Y Wang, Q Zhu, J Mao, C Xiao… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
Glass bottles must be thoroughly inspected before they are used for packaging. However,
the vision inspection of bottle bottoms for defects remains a challenging task in quality …
the vision inspection of bottle bottoms for defects remains a challenging task in quality …
Multistep dynamic slow feature analysis for industrial process monitoring
X Ma, Y Si, Z Yuan, Y Qin… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Multivariate statistical process monitoring has been widely used in industry. However,
traditional algorithms often ignore the dynamic characteristics of actual industry process …
traditional algorithms often ignore the dynamic characteristics of actual industry process …
Automated visual inspection of glass bottle bottom with saliency detection and template matching
X Zhou, Y Wang, C Xiao, Q Zhu, X Lu… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
Glass bottles are widely used as containers in the food and beverage industry, especially for
beer and carbonated beverages. As the key part of a glass bottle, the bottle bottom and its …
beer and carbonated beverages. As the key part of a glass bottle, the bottle bottom and its …
Research on computer vision enhancement in intelligent robot based on machine learning and deep learning
Y Ding, L Hua, S Li - Neural Computing and Applications, 2022 - Springer
The stable operation of intelligent robots requires the effective support of machine vision
technology. In order to improve the effect of robot machine vision recognition, based on …
technology. In order to improve the effect of robot machine vision recognition, based on …
State-of-the-art review of neural network applications in pharmaceutical manufacturing: current state and future directions
E Gholipour, A Bastas - Journal of Intelligent Manufacturing, 2023 - Springer
Neural network applications, as an emerging machine learning technology, are increasingly
being integrated into pharmaceutical manufacturing technologies, offering significant …
being integrated into pharmaceutical manufacturing technologies, offering significant …
Virtually Possible: Enhancing Quality Control of 3D-Printed Medicines with Machine Vision Trained on Photorealistic Images
Three-dimensional (3D) printing is an advanced pharmaceutical manufacturing technology,
and concerted efforts are underway to establish its applicability to various industries …
and concerted efforts are underway to establish its applicability to various industries …
Deep multimodel cascade method based on CNN and random forest for pharmaceutical particle detection
The quality detection of pharmaceutical liquid products is inevitable and crucial in drug
manufacture because drugs contaminated with foreign particles are definitely not to be used …
manufacture because drugs contaminated with foreign particles are definitely not to be used …
A machine learning-based approach for counting blister cards within drug packages
Nowadays with the rapid development of technologies, machine vision has been used
widely in various industries. The main applications of machine vision in industrial product …
widely in various industries. The main applications of machine vision in industrial product …
Metal Particle Detection Methods and Their Use for Freeze-Dried Vaccine Inspection: A Review
JB Jedlicki, D Tellbach, B Subirana - IEEE Sensors Journal, 2023 - ieeexplore.ieee.org
We establish a set of metal particle detection methods that are suitable for automated
inspection of freeze-dried vaccines. We first identify the requirements for freeze-dried …
inspection of freeze-dried vaccines. We first identify the requirements for freeze-dried …