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Kanghyeok Lee
Kanghyeok Lee
Deputy Principal Researcher of Korea Expressway Corporation
Verified email at ex.co.kr
Title
Cited by
Cited by
Year
A novelty detection approach for tendons of prestressed concrete bridges based on a convolutional autoencoder and acceleration data
K Lee, S Jeong, SH Sim, DH Shin
Sensors 19 (7), 1633, 2019
222019
Prediction of heavy rain damage using deep learning
K Lee, C Choi, DH Shin, HS Kim
Water 12 (7), 1942, 2020
142020
A damage localization approach for rahmen bridge based on convolutional neural network
K Lee, N Byun, DH Shin
KSCE Journal of Civil Engineering 24 (1), 1-9, 2020
142020
Detection of damaged mooring line based on deep neural networks
M Chung, S Kim, K Lee
Ocean Engineering 209, 107522, 2020
132020
Forecasting short-term housing transaction volumes using time-series and internet search queries
K Lee, H Kim, DH Shin
KSCE Journal of Civil Engineering 23 (6), 2409-2416, 2019
92019
Field experiment on a PSC-I bridge for convolutional autoencoder-based damage detection
K Lee, S Jeong, SH Sim, DH Shin
Structural Health Monitoring 20 (4), 1627-1643, 2021
62021
Damage detection of catenary mooring line based on recurrent neural networks
K Lee, M Chung, S Kim
Ocean Engineering 227, 108898, 2021
62021
Short-term forecast model of apartment Jeonse prices using search frequencies of news article keywords
H Kang, K Lee, DH Shin
KSCE Journal of Civil Engineering 23 (12), 4984-4991, 2019
52019
Generative model of acceleration data for deep learning-based damage detection for bridges using generative adversarial network
K Lee, DH Shin
Journal of KIBIM 9 (1), 42-51, 2019
42019
Seamless Superimposition Technique of Virtual Objects for AR System of Excavator Based on Image Processing
K Lee, J Park, H Kang, D Shin
Korean Journal of Construction Engineering and Management 18 (2), 21-29, 2017
42017
Variational Autoencoder 를 이용한 교량 손상 위치 추정방법
이강혁, 정민웅, 전찬웅, 신도형
대한토목학회논문집 40 (2), 233-238, 2020
12020
Damage localization of bridges with variational autoencoder
K Lee, M Chung, C Jeon, DH Shin
KSCE Journal of Civil and Environmental Engineering Research 40 (2), 233-238, 2020
12020
Convolution Neural Network 를 이용한 노후교량의 균열 위치 파악 방법론
이강혁, 박주환, 오성민, 신도형
대한토목학회 학술대회, 1263-1264, 2017
12017
굴삭기 AR 시스템을 위한 이미지 프로세싱 기반 가상 이미지 중첩 기술
이강혁, 박주환, 강호준, 신도형
한국건설관리학회 논문집 18 (2), 21-29, 2017
12017
Damage-Detection Approach for Bridges with Multi-Vehicle Loads Using Convolutional Autoencoder
K Lee, S Jeong, SH Sim, DH Shin
Sensors 22 (5), 1839, 2022
2022
가속도계 설치 개수 및 위치에 따른 딥러닝 기반 교량 손상 추정 영향 분석
이강혁, 심성한, 신도형
2. 한국방재학회 논문집 21, 183-190, 2021
2021
딥러닝기반 Damage Sensitive Feature 를 활용한 교량의 예방적 유지관리의 개념적 방법
이강혁, 전찬웅, 이의덕, 신도형
대한토목학회 학술대회, 1799-1800, 2020
2020
Variational Autoencoder 기반 교량 손상 위치 추정의 개념적 방법
이강혁, 정민웅, 전찬웅, 신도형
대한토목학회 학술대회, 889-890, 2019
2019
Auto-Encoder 기반 PSC 교 텐던 손상 추정을 위한 다중데이터 활용 방안
이강혁, 박주환, 정민웅, 신도형
대한토목학회 학술대회, 25-26, 2018
2018
스마트 건설장비를 위한 자세추정 회전 매트릭스
이강혁, 강호준, 신도형
대한토목학회 학술대회, 125-126, 2016
2016
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