Application of visual mechanical signal detection and loading platform with super‐resolution based on deep learning

Z Ding, Y Zhao, G Zhang, M Zhong… - … Journal of Intelligent …, 2022 - Wiley Online Library
A visual mechanical signal detection and loading platform with super‐resolution based on
deep learning is designed to improve the detection accuracy of mechanical signals. The …

[HTML][HTML] A Feasibility Study on Extension of Measurement Distance in Vision Sensor Using Super-Resolution for Dynamic Response Measurement

D Cho, J Gong - Sensors, 2023 - mdpi.com
The current civil infrastructure conditions can be assessed through the measurement of
displacement using conventional contact-type sensors. To address the disadvantages of …

A circular target stability detection method based on deep learning image super-resolution

H CUI, Z XU, Y YANG, Y MENG… - China Mechanical …, 2021 - cmemo.org.cn
In order to improve the recognition rate and location accuracy of circular targets under the
conditions of long-distance and large deflection angle, a circular target stability detection …

Vision‐based displacement measurement enhanced by super‐resolution using generative adversarial networks

C Sun, D Gu, Y Zhang, X Lu - Structural Control and Health …, 2022 - Wiley Online Library
Monitoring the deformation or displacement response of buildings is critical for structural
safety. Recently, the development of computer vision has led to extensive research on the …

Investigation of the super-resolution methods for vision based structural measurement

L Wu, Z Cai, C Lin, Z Chen, S Cheng… - Smart Structures and …, 2022 - 121.78.145.37
The machine-vision based structural displacement measurement methods are widely used
due to its flexible deployment and non-contact measurement characteristics. The accuracy of …

Application of multi-scale fusion super-resolution algorithm in UAV detection

LI Zhipeng, Z Changming, Z Haiyang, Z Zilong… - 应用光学, 2021 - yygx.xml-journal.net
The low-speed and small unmanned aerial vehicle (UAV) detection system based on
photoelectric sensors can quickly and accurately find and identify the UAV targets. However …

Deep learning‐based super‐resolution with feature coordinators preservation for vision‐based measurement

L Wu, Y Wang, X Lin, Z Chen, Q Zheng… - … Control and Health …, 2022 - Wiley Online Library
Vision‐based displacement measurement is promising and emerging for structural
monitoring. However, the accuracy of visual measurement is commonly limited by the …

A dual transformer super-resolution network for improving the definition of vibration image

Y Zhu, S Wang, Y Zhang, Z He… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Visual measurement methods are gaining more and more attention in the field of structural
body health monitoring due to the advantages of long-range, noncontact, and multipoint …

Intelligent rotating machinery fault diagnosis based on super-resolution enhancement using data augmentation under large speed fluctuation

X Wang, B Han, T Lu, G Zhang… - … Science and Technology, 2021 - iopscience.iop.org
In the real production of industry, in order to solve the problem that it is usually difficult to
obtain correctly labeled samples, data augmentation algorithms have received more and …

Towards Efficient Video Detection Object Super‐Resolution with Deep Fusion Network for Public Safety

S Ren, J Li, T Tu, Y Peng, J Jiang - Security and …, 2021 - Wiley Online Library
Video surveillance plays an increasingly important role in public security and is a technical
foundation for constructing safe and smart cities. The traditional video surveillance systems …