[1] Doebling, S.W., Farrar, C.R., Prime, M.B., Digest, V., A Summary Review of Vibration-Based Damage Identification Methods, The Shock and Vibration Digest, 30, 1998, 91-105.
[2] Kovačič, B., Kamnik, R., Štrukelj, A., Vatin, N., Processing of Signals Produced by Strain Gauges in Testing Measurements of the Bridges, Procedia Engineering, 117, 2015, 795-801.
[3] Soyoz, S., Feng, M.Q., Long-Term Monitoring and Identification of Bridge Structural Parameters, Computer‐aided Civil & Infrastructure Engineering, 24, 2010, 82–92.
[4] Siringoringo, D.M., Fujino, Y., Noncontact Operational Modal Analysis of Structural Members by Laser Doppler Vibrometer, Computer-aided Civil and Infrastructure Engineering, 24, 2010, 249-265.
[5] Psimoulis, P., Pytharouli, S., Karambalis, D., Stiros, S., Potential of Global Positioning System (GPS) to measure frequencies of oscillations of engineering structures, Journal of Sound & Vibration, 318, 2008, 606-623.
[6] Shi, J., Tomasi, C., Good Features to Track, In Proceedings of Proceedings / CVPR, IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 6000, 2002, 593-600.
[7] Lucas, B.D., An Iterative Image Registration Technique with an Application to Stereo Vision (DARPA), Proceedings of the 7th International Joint Conference on Artificial Intelligence, 81, 1981, 674-679.
[8] Liu, F., Yundong, W.U., Cai, G., Chen, S., Science, S.O., Research of Feature Point Tracking Algorithm for UAV Video Image Based on KLT, Journal of Jimei University, 22, 2017, 73-80.
[9] Zhu, J., Lu, Z., Zhang, C., A marker-free method for structural dynamic displacement measurement based on optical flow, Structure and Infrastructure Engineering, 18, 2020, 1-13.
[10] Ellenberg, A., Kontsos, A., Moon, F., Bartoli, I., Bridge related damage quantification using unmanned aerial vehicle imagery, Structural Control & Health Monitoring, 23, 2016, 1168-1179.
[11] Hoskere, V., Park, J.W., Yoon, H., Spencer, B.F., Vision-Based Modal Survey of Civil Infrastructure Using Unmanned Aerial Vehicles, Journal of Structural Engineering, 145, 2019, 04019062.
[12] Rodríguez-Canosa, G., Stephen, T., Jaime, D.C., Antonio, B., Bruce, M., A Real-Time Method to Detect and Track Moving Objects (DATMO) from Unmanned Aerial Vehicles (UAVs) Using a Single Camera, Remote Sensing, 4, 2012, 1090-1111.
[13] Zhai, Y., Shah, M., Visual attention detection in video sequences using spatiotemporal cues, In Proceedings of Proceedings of the 14th ACM International Conference on Multimedia, Santa Barbara, CA, USA, October 23-27, 2006.
[14] Zhu, X., Chen, Z., Tang, C., Mi, Q., Yan, X., Application of two oriented partial differential equation filtering models on speckle fringes with poor quality and their numerically fast algorithms, Applied Optics, 52, 2013, 1814-1823.
[15] Zhang, J., Wu, Z., Chen, G., Liang, Q., Comparisons of Differential Filtering and Homography Transformation in Modal Parameter Identification from UAV Measurement, Sensors, 21, 2021, 5664.
[16] Wang, G., Chen, X., Qiao, F., Wu, Z., Huang, N.E., On Intrinsic Mode Function, Advances in Adaptive Data Analysis, 2, 2010, 277-293.
[17] Bochner, S., Fourier transforms, Annals of Mathematics Studies, 7, 1949, 145–151.
[18] Lazaro, J.A., Wessel, R., Koppenborg, J., Dudziak, G., Blewett, I.J., Inverse Fourier transform method for characterizing arrayed-waveguide gratings, IEEE Photonics Technology Letters, 15, 2003, 93-95.
[19] Yan, Z., Teng, S., Luo, W., Bassir, D., Chen, G., Bridge Modal Parameter Identification from UAV Measurement Based on Empirical Mode Decomposition and Fourier Transform, Applied Sciences, 12, 2022, 8689.
[20] Wu, Z., Chen, G., Ding, Q., Yuan, B., Yang, X., Three-Dimensional Reconstruction-Based Vibration Measurement of Bridge Model Using UAVs, Applied Sciences, 11, 2021, 5111.
[21] Lirong, D., Riuan, L., Tingting, C., Geometric Correction Algorithm for UAV Remote Sensing Image Based on Neural Network, In Proceedings of 2016 International Conference on Artificial Intelligence and Engineering Applications (AIEA 2016), 63, 2016, 59-63.
[22] Ruian, L., Nan, L., Beibei, Z., Tingting, C., Ninghao, Y., Geometry correction Algorithm for UAV Remote Sensing Image Based on Improved Neural Network, IOP Conference, 322, 2018, 072002-.
[23] Weng, Y., Shan, J., Lu, Z., Lu, X., Spencer, B.F., Homography‐based structural displacement measurement for large structures using unmanned aerial vehicles, Computer‐Aided Civil and Infrastructure Engineering, 36, 2021, 1114–1128.
[24] Hao, X., Zhang, G., Ma, S., Deep Learning, International Journal of Semantic Computing, 10, 2016, 417-439.
[25] Hubel, D.H., Wiesel, T.N., Receptive fields, binocular interaction and functional architecture in the cat's visual cortex, Journal of Physiology, 160, 1962, 106-154.
[26] Luo, X., Tian, X., Zhang, H., Hou, W., Zhang, J., Fast Automatic Vehicle Detection in UAV Images Using Convolutional Neural Networks, Remote Sensing, 12, 2020, 1994.
[27] Aliyari, M., Droguett, E.L., Ayele, Y.Z., UAV-Based Bridge Inspection via Transfer Learning, Sustainability, 13, 2021, 11359.
v28. Yan, Z., Jin, Z., Teng, S., Chen, G., Bassir, D., Measurement of Bridge Vibration by UAVs Combined with CNN and KLT Optical-Flow Method, Applied Sciences, 12, 2022, 5181.
[29] Seunghye, L., Jingwan, H., Mehriniso, Z., Hyeonjoon, M., Jaehong, L.J., Background Information of Deep Learning for Structural Engineering, Archives of Computational Methods in Engineering, 25, 2017, 1-9.
[30] Boughorbel, S., Tarel, J.P., Boujemaa, N., The LCCP for Optimizing Kernel Parameters for SVM, In Proceedings of International Conference on Artificial Neural Networks, 3697, 2005, 589-594.
[31] Sun, Y., Bing, X., Zhang, M., Yen, G.G., An Experimental Study on Hyper-parameter Optimization for Stacked Auto-Encoders, In Proceedings of 2018 IEEE Congress on Evolutionary Computation (CEC), 2018, 1-8.
[32] Bergstra, J., Bengio, Y., Random Search for Hyper-Parameter Optimization, Journal of Machine Learning Research, 13, 2012, 281-305.
[33] Snoek, J., Larochelle, H., Adams, R.P., Practical Bayesian Optimization of Machine Learning Algorithms, Advances in Neural Information Processing Systems, 2, 2012, 2951–2959.
[34] Putatunda, S., Rama, K., A Comparative Analysis of Hyperopt as Against Other Approaches for Hyper-Parameter Optimization of XGBoost, In Proceedings of the 2018 International Conference on Signal Processing and Machine Learning, 2018, 6-10.
[35] Hahn, L., Roese-Koerner, L., Friedrichs, K., Kummert, A., Fast and Reliable Architecture Selection for Convolutional Neural Networks, In Proceedings of The 27th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN), 2019, 179-184.
[36] Ekici, B.B., Detecting damaged buildings from satellite imagery, Journal of Applied Remote Sensing, 15, 2021, 032004.
[37] Brownjohn, J., Magalhaes, F., Caetano, E., Cunha, A., Ambient vibration re-testing and operational modal analysis of the Humber Bridge, Engineering Structures, 32, 2010, 2003-2018.
[38] Yan, W.J., Ren, W.X., An Enhanced Power Spectral Density Transmissibility (EPSDT) approach for operational modal analysis: Theoretical and experimental investigation, Engineering Structures, 102, 2015, 108-119.
[39] Lecun, Y., Bottou, L., Gradient-based learning applied to document recognition, Proceedings of the IEEE, 86, 1998, 2278-2324.
[40] Maas, A.L., Hannun, A.Y., Ng, A.Y., Rectifier Nonlinearities Improve Neural Network Acoustic Models, In Proceedings of International Conference on Machine Learning, 2013.
[41] Ioffe, S., Szegedy, C., Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift, Journal of Machine Learning Research, 37, 2015, 448–456.
[42] Keskar, N.S., Mudigere, D., Nocedal, J., Smelyanskiy, M., Tang, P., On Large-Batch Training for Deep Learning: Generalization Gap and Sharp Minima, In Proceedings of the 5th International Conference on Learning Representations, 2016.
[43] Margaliot, M., Hespanha, J.P., Root-mean-square gains of switched linear systems: A variational approach, Automatica, 44, 2008, 2398-2402.
[44] Chen, G., Wu, Z., Gong, C., Zhang, J., Sun, X., DIC-Based Operational Modal Analysis of Bridges, Advances in Civil Engineering, 2021, 2021, 6694790.
[45] Chen, G., Liang, Q., Zhong, W., Gao, X., Cui, F., Homography-based measurement of bridge vibration using UAV and DIC method, Measurement, 170, 2020, 108683.
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