‪YoungJin Cha, PhD., PEng., F.ASCE‬

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Oral BuyukozturkProfessor of Civil and Environmental Engineering, Masachusetts Institute of TechnologyVerificeret mail på mit.edu
Wooram ChoiUniversity of ManitobaVerificeret mail på myumanitoba.ca
Anil AgrawalProfessor of Civil Engineering, The City College of New YorkVerificeret mail på ccny.cuny.edu
Dong Ho KangPh.D.Verificeret mail på ustechlab.com
Gahyun SuhB.Sc., Computer Science Major (Co-op), University of ManitobaVerificeret mail på myumanitoba.ca
Justin G. ChenMassachusetts Institute of TechnologyVerificeret mail på mit.edu
Rahmat AliScientist (R&D), Canadian Nuclear LaboratoriesVerificeret mail på myumanitoba.ca
Yeesock KimProfessor of Civil Engineering and Construction Management, California Baptist UniversityVerificeret mail på calbaptist.edu
Shirley J. DykeCoates Professor of Mechanical Eng, Professor of Civil and Construction Eng, Purdue UniversityVerificeret mail på purdue.edu
Anne RaichAssociate Professor, Valparaiso UniversityVerificeret mail på valpo.edu
Fredo DurandProfessor of Computer Science, MITVerificeret mail på mit.edu
William T. FreemanProfessor of Computer Science, MITVerificeret mail på mit.edu
Neal WadhwaGoogle ResearchVerificeret mail på mit.edu
Esmaeil GhorbaniPolytechnique MontrealVerificeret mail på polymtl.ca
James RiclesBruce G. Johnston Professor of Structural Engineering, Lehigh UniversityVerificeret mail på lehigh.edu
Alireza MostafaviMaster's student at the University of ManitobaVerificeret mail på myumanitoba.ca
Billie F. Spencer, Jr.Professor of Civil and Environmental Engineering, University of Illinois at Urbana-ChampaignVerificeret mail på illinois.edu
Brian PhillipsAssociate Professor, University of FloridaVerificeret mail på essie.ufl.edu
Richard ChristensonProfessor, Department of Civil & Environmental Engineering, University of ConnecticutVerificeret mail på engr.uconn.edu
Luciana BarrosoAssociate Professor, Zachry Dept. Civil Engineering, Texas A&M UniversityVerificeret mail på civil.tamu.edu

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YoungJin Cha, PhD., PEng., F.ASCE

Professor of Civil Engineering, University of Manitoba

Verificeret mail på umanitoba.ca - Startside

Deep learning Structural Health Monitoring Automation Dynamics & Control


Titel Sortér efter henvisninger Sortér efter årstal Sortér efter titel	Citeret af Citeret af	År
Deep learning-based crack damage detection using convolutional neural networks YJ Cha, W Choi, O Buyukozturk Computer-Aided Civil and Infrastructure Engineering 32 (5), 361-378, 2016	3350	2016
Autonomous structural visual inspection using region‐based deep learning for detecting multiple damage types YJ Cha, W Choi, G Suh, S Mahmoudkhani, O Büyüköztürk Computer‐Aided Civil and Infrastructure Engineering, 2017	1548	2017
Modal identification of simple structures with high-speed video using motion magnification JG Chen, N Wadhwa, YJ Cha, F Durand, WT Freeman, O Buyukozturk Journal of Sound and Vibration 345, 58-71, 2015	577	2015
SDDNet: Real-time crack segmentation W Choi, YJ Cha IEEE Transactions on Industrial Electronics, 2019	395	2019
Autonomous UAVs for structural health monitoring using deep learning and an ultrasonic beacon system with geo‐tagging D Kang, YJ Cha Computer‐Aided Civil and Infrastructure Engineering, 2018	393	2018
Hybrid pixel-level concrete crack segmentation and quantification across complex backgrounds using deep learning D Kang, SS Benipal, DL Gopal, YJ Cha Automation in Construction 118, 103291, 2020	334	2020
Vision-based detection of loosened bolts using the Hough transform and support vector machines YJ Cha, K You, W Choi Automation in Construction 71, 181-188, 2016	324	2016
Unsupervised deep learning approach using a deep auto-encoder with a one-class support vector machine to detect damage Z Wang, YJ Cha Structural Health Monitoring 20 (1), 406-425, 2021	268	2021
Structural damage detection using modal strain energy and hybrid multiobjective optimization YJ Cha, O Buyukozturk Computer‐Aided Civil and Infrastructure Engineering 30 (5), 347-358, 2015	263	2015
Deep learning-based automatic volumetric damage quantification using depth camera GH Beckman, D Polyzois, YJ Cha Automation in Construction 99, 114-124, 2019	215	2019
Efficient attention-based deep encoder and decoder for automatic crack segmentation DH Kang, YJ Cha Structural Health Monitoring 21 (5), 2190-2205, 2022	212	2022
Output-only computer vision based damage detection using phase-based optical flow and unscented Kalman filters YJ Cha, JG Chen, O Büyüköztürk Engineering Structures 132, 300-313, 2017	209	2017
Attention-based generative adversarial network with internal damage segmentation using thermography R Ali, YJ Cha Automation in Construction 141, 104412, 2022	159	2022
Fully automated vision-based loosened bolt detection using the Viola–Jones algorithm L Ramana, W Choi, YJ Cha Structural Health Monitoring 18 (2), 422-434, 2019	151	2019
Unsupervised novelty detection–based structural damage localization using a density peaks-based fast clustering algorithm YJ Cha, Z Wang Structural Health Monitoring 17 (2), 313-324, 2018	148	2018
Subsurface damage detection of a steel bridge using deep learning and uncooled micro-bolometer R Ali, YJ Cha Construction and Building Materials 226, 376-387, 2019	141	2019
Real-time multiple damage mapping using autonomous UAV and deep faster region-based neural networks for GPS-denied structures R Ali, D Kang, G Suh, YJ Cha Automation in Construction 130, 103831, 2021	125	2021
Multi-objective genetic algorithms for cost-effective distributions of actuators and sensors in large structures YJ Cha, AK Agrawal, Y Kim, AM Raich Expert Systems with Applications 39 (9), 7822-7833, 2012	105	2012
Large-scale real-time hybrid simulation for evaluation of advanced damping system performance A Friedman, SJ Dyke, B Phillips, R Ahn, B Dong, Y Chae, N Castaneda, ... Journal of Structural Engineering 141 (6), 04014150, 2015	97	2015
Structural modal identification through high speed camera video: Motion magnification JG Chen, N Wadhwa, YJ Cha, F Durand, WT Freeman, O Buyukozturk Topics in Modal Analysis I, Volume 7: Proceedings of the 32nd IMAC, A …, 2014	94	2014

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