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Young‐Jin Cha

department of civil engineering

37H-index
99Paper Count
1.1WCitation Count
Published Papers 42
Publication Date
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Enhanced prediction of persistent earthquake-induced groundwater level changes with advanced feature engineering and machine learning
errMultimedia Systems
IF3.1
err2025-10-17
err0
PREAI
errAmirhossein Tahmouresi; Sogand Basirian; Amirhossein Javanshir; YoungJin Cha
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Deep learning-based 3D image reconstruction and damage mapping using neural radiance fields (Nerfacto)
errStructural Health Monitoring
IF0
err2025-07-09
err0
PREAI
errGeontae Kim; Youngjin Cha
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errSave
3D Pixelwise damage mapping using a deep attention based modified Nerfacto
errAUTOMATION IN CONSTRUCTION
IF11.5
err2024-12-01
err0
errOAAI
errKim, Geontae; Cha, Youngjin
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errSave
Deep learning-based structural health monitoring
errAUTOMATION IN CONSTRUCTION
IF11.5
err2024-05-01
err40
errOAAI
errCha, Young-Jin; Ali, Rahmat; Lewis, John; Buyukozturk, Oral
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errSave
Time-varying reliability analysis based on hybrid Kalman filtering and probability density evolution
errEARTHQUAKE ENGINEERING & STRUCTURAL DYNAMICS
IF5
err2023-12-22
err7
errOAAI
errGhorbani, Esmaeil; Afshari, Sajad S.; Svecova, Dagmar; Liang, Xihui; Cha, Young-Jin
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errSave
Deep learning-based active noise control on construction sites
errAUTOMATION IN CONSTRUCTION
IF11.5
err2023-07-01
err34
PREAI
errMostafavi, Alireza; Cha, Young-Jin
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errSave
Deep learning-based obstacle-avoiding autonomous UAVs with fiducial marker-based localization for structural health monitoring
errSTRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL
IF5.7
err2023-06-21
err22
errOAAI
errWaqas, Ali; Kang, Dongho; Cha, Young-Jin
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errSave
Dual encoder-decoder-based deep polyp segmentation network for colonoscopy images
errSCIENTIFIC REPORTS
IF3.9
err2023-01-21
err65
errOAAI
errLewis, John; Cha, Young-Jin; Kim, Jongho
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errSave
Attention-based generative adversarial network with internal damage segmentation using thermography
errAUTOMATION IN CONSTRUCTION
IF11.5
err2022-09-01
err126
PREAI
errAli, Rahmat; Cha, Young-Jin
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errSave
Efficient attention-based deep encoder and decoder for automatic crack segmentation
errSTRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL
IF5.7
err2021-12-19
err194
errOAAI
errKang, Dong H.; Cha, Young-Jin
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errSave
Bridge pier scour level quantification based on output-only Kalman filtering
errSTRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL
IF5.7
err2021-11-25
err9
errOAAI
errGhorbani, Esmaeil; Svecova, Dagmar; Thomson, Douglas J.; Cha, Young-Jin
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errSave
Real-time multiple damage mapping using autonomous UAV and deep faster region-based neural networks for GPS-denied structures
errAUTOMATION IN CONSTRUCTION
IF11.5
err2021-10-01
err96
PREAI
errAli, Rahmat; Kang, Dongho; Suh, Gahyun; Cha, Young-Jin
errShare
errSave
Hybrid pixel-level concrete crack segmentation and quantification across complex backgrounds using deep learning
errAUTOMATION IN CONSTRUCTION
IF11.5
err2020-10-01
err269
PREAI
errKang, Dongho; Benipal, Sukhpreet S.; Gopal, Dharshan L.; Cha, Young-Jin
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errSave
Hybrid output-only structural system identification using random decrement and Kalman filter
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2020-10-01
err28
PREAI
errGhorbani, Esmaeil; Buyukozturk, Oral; Cha, Young-Jin
errShare
errSave
SDDNet: Real-Time Crack Segmentation
errIEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS
IF7.2
err2020-09-01
err296
PREAI
errChoi, Wooram; Cha, Young-Jin
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errSave
Unsupervised deep learning approach using a deep auto-encoder with an one-class support vector machine to detect structural damage
errSTRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL
IF5.7
err2020-07-08
err220
PREAI
errWang, Zilong; Cha, Young-Jin
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errSave
Heat loss detection using thermal imaging by a small UAV prototype
errsmart structures and nde for energy systems and industry
IF0
err2020-04-22
err3
PREAI
errAli, Rahmat; Zeng, Jiangyu; Kavgic, Miroslava; Cha, Young-Jin
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errSave
Subsurface damage detection of a steel bridge using deep learning and uncooled micro-bolometer
errCONSTRUCTION AND BUILDING MATERIALS
IF8
err2019-11-01
err106
PREAI
errAli, Rahmat; Cha, Young-Jin
errShare
errSave
Deep learning-based automatic volumetric damage quantification using depth camera
errAUTOMATION IN CONSTRUCTION
IF11.5
err2019-03-01
err154
PREAI
errBeckman, Gustavo H.; Polyzois, Dimos; Cha, Young-Jin
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errSave
Autonomous UAVs for Structural Health Monitoring Using Deep Learning and an Ultrasonic Beacon System with Geo-Tagging
errCOMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING
IF9.1
err2018-05-15
err283
PREAI
errKang, Dongho; Cha, Young-Jin
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errSave

Research Directions

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Co-authors
Cooperation Journals
W
William T. Freeman
H-index: 108 · Papers: 410
F
Frédo Durand
H-index: 93 · Papers: 391
B
Billie F. Spencer
H-index: 73 · Papers: 477
H
Hoi‐Jun Yoo
H-index: 58 · Papers: 741
J
James M. Ricles
H-index: 58 · Papers: 302
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