Article
Computer Science, Interdisciplinary Applications
Shaik Althaf Shajihan, Tu Hoang, Kirill Mechitov, Billie F. Spencer
Summary: This paper proposes a wireless SmartVision system for monitoring the displacement of bridges, which directly outputs displacement results through edge computing. The system estimates displacements using both target-free and target-based approaches, and utilizes multiple wireless vision-based nodes for full-scale displacement analysis. By introducing pose estimation and tracking quality factor, the accuracy and robustness of displacement tracking are improved.
COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING
(2022)
Article
Chemistry, Analytical
Youngmo Han
Summary: Template matching is a simple image detection algorithm that can easily detect different types of objects by changing the template without tedious training procedures. However, traditional template matching is not very reliable for images that differ from the template. By utilizing additional information such as depths from the vision sensor system, the reliability of template matching can be improved.
Article
Engineering, Mechanical
Biao Hu, Wenjun Chen, Yueqiang Zhang, Yihe Yin, Qifeng Yu, Xiaolin Liu, Xiaohua Ding
Summary: A new vision-based multi-point displacement monitoring system is proposed for large-span bridges, utilizing a camera network to accurately monitor dynamic deflection and lateral displacement. The feasibility of the vision method for bridge monitoring has greatly improved, providing a new method and fine parameters for safety evaluation.
MECHANICAL SYSTEMS AND SIGNAL PROCESSING
(2023)
Article
Engineering, Multidisciplinary
Pai Pan, Cheng Xing, Jie Bai, Shuang Yu, Yaming Xu, Jianguo Zhou, Jian Yu
Summary: A remote deflection detection method for long-span bridges using photogrammetry and computer vision is proposed in this study. The method avoids incorrect detection through the use of an adaptive mask algorithm. It achieves high precision, high sampling frequency, and non-contact deflection detection of long-span bridges through the use of an ultra-telephoto lens and a high-resolution camera. The method has shown effective avoidance of incorrect detection and can reach millimeter-level measurement accuracy within a 500-meter range under various weather conditions, surpassing measuring robots. It also possesses long detection distance, high detection accuracy, high sampling frequency, non-contact, automatic target search, and low cost. This method not only meets the requirements of deflection detection for long-span bridges but also holds great potential for other structural displacement detection tasks.
Article
Engineering, Electrical & Electronic
Min Liu, Tobi Delbruck
Summary: This paper proposes a DVS+FPGA camera platform and demonstrates the hardware implementation of event-based corner keypoint detection and adaptive block-matching optical flow. The platform has advantages such as low latency, sparse output, and high dynamic range.
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY
(2022)
Article
Chemistry, Analytical
Tadashi Ito, Hiroo Yoneyama, Yuto Akiyama, Tomonori Hagiwara, Shunsuke Ezawa
Summary: A new image-based displacement sensor has been developed to simultaneously measure the 3D position and orientation changes of an object. This sensor is compact, low-cost, and uses a monocular vision system to obtain images for measurement. Experimental results demonstrate the accuracy of measuring displacement changes of about 0.25 mm and inclination angles of about 0.1 degrees at a distance of a few centimeters.
Article
Chemistry, Analytical
Chuanzhi Dong, Selcuk Bas, Fikret Necati Catbas
Summary: Structural displacement monitoring is a significant challenge for large-scale civil structures, and computer vision-based monitoring has gained traction. This paper demonstrates the successful application of computer vision-based monitoring on three landmark long-span suspension bridges in Turkey. The results align well with conventional techniques and finite element analysis, but challenges such as adverse environmental factors and algorithm selection are highlighted.
Article
Chemistry, Analytical
Sang-ha Lee, Jisang Yoo, Minsik Park, Jinwoong Kim, Soonchul Kwon
Summary: This paper proposes a robust registration method for multiple RGB-D cameras, using coarse global registration and feature matching optimization to eliminate errors. Experimental results show that the ratio of inliers among matched feature points is greater than 95% in all tested feature matchers.
Article
Environmental Sciences
Bahareh Behkamal, Alireza Entezami, Carlo De Michele, Ali Nadir Arslan
Summary: This paper investigates the effects of temperature variability on structural displacements of long-span bridges using remote sensing and supervised regression models. The study incorporates correlation analysis to determine the relationship between temperature and displacement data, and explores the use of different regression techniques for prediction. The aim of the research is to assess the sufficiency of contact-based sensors for measuring environmental and operational factors in bridge structures.
Article
Engineering, Multidisciplinary
Jinsong Zhu, Chi Zhang, Ziyue Lu, Xingtian Li
Summary: The study introduces a multi-resolution deep feature tracker that effectively addresses the limitations of traditional displacement sensors, improving the accuracy and performance of displacement measurement.
Article
Computer Science, Information Systems
Jun-Yeong Jang, Su-Jeong Yoon, Chi-Ho Lin
Summary: The use of AGVs has been increasing at production sites due to industrial development. Wired induction method is mainly used as it is cheaper and faster. However, the disadvantage of this method is a limited driving route. In this paper, an AGV line-scan algorithm is proposed to overcome this limitation by using an Arduino controller and a low-cost vision sensor for route recognition, driving commands, and operation through color-code recognition.
Article
Chemistry, Analytical
Lei Xing, Wujiao Dai, Yunsheng Zhang
Summary: This study presents a multi-point displacement measurement method for bridges using a low-cost Scheimpflug camera, which effectively reduces motion errors and maintains high consistency with LiDAR-based measurements through techniques such as motion compensation.
Article
Engineering, Civil
Fernando Moreu, Lingkun Chen, Can Zhu, Zeyu Wu, Xinxing Yuan
Summary: Researchers have developed a new sensing technology (reference-free) to estimate displacements of railroad bridges. Using a 2 degrees of freedom (2DOF) solution, the method provides more accurate displacement estimation compared to the traditional 1 degree of freedom (1DOF) model. This approach enables cost-effective condition-based information related to bridge safety.
JOURNAL OF INFRASTRUCTURE SYSTEMS
(2023)
Article
Computer Science, Information Systems
Chengxian Yao, Haifeng Zhang, Jia Zhu, Diqing Fan, Yu Fang, Lin Tang
Summary: This paper proposes an ORB feature matching algorithm based on multi-scale feature description fusion and feature point mapping error correction to improve the accuracy of feature extraction and description of various scales in traditional ORB feature matching algorithm. Experimental results show that the improved algorithm has excellent robustness when resisting interference, and the matching accuracy is improved by 19.2%.
Article
Mathematics
Rui Wang, Lisheng Wei, Zhengyan Gu, Xiaohui Liu
Summary: This study proposes an improved matching cost calculation method for reconstructing shoe soles in three dimensions, which utilizes a binocular vision platform and Zhang's calibration method to obtain calibration parameters. The method combines Census and BT costs to calculate the matching cost and optimizes the disparity map through left-right consistency detection and median filtering, resulting in a complete reconstructed sole point cloud contour.
Article
Engineering, Civil
Yang Deng, Meng Zhang, Dong-Ming Feng, Ai-Qun Li
Summary: This study proposes a novel method to estimate the fatigue damage of bridge hangers using support vector machine regression models based on traffic loading data and finite element analysis, eliminating the need for direct stress sensing equipment. The method is validated in fatigue life prediction of hangers on a suspension bridge.
STRUCTURE AND INFRASTRUCTURE ENGINEERING
(2021)
Article
Engineering, Civil
Dongming Feng, Fangyin Zhang
TRANSPORTATION RESEARCH RECORD
(2020)
Article
Engineering, Geological
Dongming Feng, Aiqun Li, Tong Guo
SOIL DYNAMICS AND EARTHQUAKE ENGINEERING
(2020)
Article
Construction & Building Technology
Yang Deng, Ai-Qun Li, Dong-ming Feng, Xin Chen, Meng Zhang
STRUCTURAL CONTROL & HEALTH MONITORING
(2020)
Article
Engineering, Multidisciplinary
Zhiyuan Xia, Aiqun Li, Dongming Feng, Jianhui Li, Xin Chen, Guangpan Zhou
Summary: This research compared the performance of quadratic polynomial, kriging, and neural network mathematical modelling methods in bridge model updating. The results showed that kriging and neural network outperformed quadratic polynomial in accuracy, but kriging was time-consuming in terms of efficiency.
Article
Engineering, Multidisciplinary
Bingbing San, Dongming Feng, Ye Qiu
Summary: This article presents a framework for shape optimization of concrete free-form shells while considering concrete damage. Through a series of numerical examples, the proposed algorithm is validated and the effects of material damage on optimal results are investigated.
ENGINEERING OPTIMIZATION
(2022)
Article
Construction & Building Technology
Mida Cui, Gang Wu, ZhiQiang Chen, Ji Dang, Minghua Zhou, Dongming Feng
Summary: This research proposes a geometric attention regularization (GAR) method to enhance the performance of CNN for the condition evaluation of rubber bearings. By utilizing the location information of the bearings to enhance the loss function of CNN, the method aims to improve performance and mitigate overfitting.
JOURNAL OF PERFORMANCE OF CONSTRUCTED FACILITIES
(2021)
Article
Construction & Building Technology
Lu Zhang, Dongming Feng, Gang Wu
Summary: A method for simultaneous identification of bridge damage and vehicle parameters is proposed, which utilizes the error between identified and measured responses. Numerical simulations demonstrate the efficiency of the method and investigate the effects of environmental noise, damage degree, road surface roughness, and multiple damages on identification accuracy.
STRUCTURAL CONTROL & HEALTH MONITORING
(2022)
Article
Construction & Building Technology
Yuchen Liao, Haochen Wang, Shitong Hou, Dongming Feng, Gang Wu
Summary: The study developed a model updating method based on an improved genetic algorithm to identify scour depth, combined with a parallel computing technique to accelerate the process. Numerical simulations showed that the proposed method is sensitive to the scour effect on continuous girder bridges and can accurately identify the scour depth.
ADVANCES IN STRUCTURAL ENGINEERING
(2022)
Article
Engineering, Multidisciplinary
Bingbing San, Haiyun He, Dongming Feng, Ye Qiu, Yanting Huang
Summary: In this paper, a computational framework is proposed for shape optimization of free-form shells considering material creep, aiming at long-term structural performance.
ENGINEERING OPTIMIZATION
(2022)
Article
Engineering, Civil
Fengbo Ma, Dongming Feng, Lu Zhang, Haoran Yu, Gang Wu
Summary: This study investigates the vibration characteristics of elastically supported bridges under moving vehicle loads and evaluates the impact of boundary deterioration on their dynamic response. The results show that the dynamic response of the bridge is influenced by factors such as bridge span, vehicle weight, road surface condition, and support boundary.
INTERNATIONAL JOURNAL OF CIVIL ENGINEERING
(2022)
Article
Engineering, Civil
Fengbo Ma, Haochen Wang, Xiaoxiang Cheng, Dongming Feng, Gang Wu, Shitong Hou
Summary: This paper investigates temporary supports for bearing replacement in large-tonnage high-speed railway (HSR) bridges. A modular temporary support with continuous height adjustment is designed and its bearing capacity and stability are tested through laboratory experiments. The experimental and application results demonstrate that the designed temporary support has high efficiency, labor savings, and stable bearing performance, making it suitable for similar projects.
JOURNAL OF BRIDGE ENGINEERING
(2022)
Article
Computer Science, Interdisciplinary Applications
Panjie Li, Tongkuai Zhao, Jian Zhang, Jiabei Wei, Maria Q. Feng, Dongming Feng, Shengli Li
Summary: This study develops an uncertainty propagation and quantification method for structural flexibility identified from input-output measurement data and applies it to structural reliability analysis. The accuracy and practicality of the method are validated through numerical examples. The results show that measuring the input force to the structure can lead to more reliable identification of structural parameters.
COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING
(2023)
Article
Construction & Building Technology
Yitian Han, Gang Wu, Dongming Feng
Summary: This paper presents a vision-based displacement measurement method using a single UAV and a stationary laser spot as a reference. By precisely calculating the positions of a marker and the laser spot, and utilizing adaptive region of interest and adaptive binarization methods, this method eliminates the motion of the UAV on the structure plane, enabling accurate displacement measurement.
STRUCTURAL CONTROL & HEALTH MONITORING
(2022)
Article
Engineering, Civil
Jian-An Li, Dongming Feng
Summary: This study aims to quantitatively assess the differences in bridge response between the 2D and 3D vehicle models in vehicle-bridge interaction simulations. It is found that road roughness significantly contributes to the observed differences. The 2D vehicle model generates larger bridge responses compared to the 3D vehicle model, primarily due to the absence of rolling and vibration cancellation effects. It is recommended to consider the 3D vehicle model in VBI simulations, especially for bridges with poor road conditions.
ENGINEERING STRUCTURES
(2023)