Quantifying Seismic Damage in RC Walls with Image Analysis

IF 2.5 3区 工程技术 Q2 ENGINEERING, CIVIL Journal of Earthquake Engineering Pub Date : 2024-10-03 DOI:10.1080/13632469.2024.2410946
Qisen Chen, Bo Yu, Bing Li
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Abstract

This study presents an image-assisted method for seismic damage evaluation of RC walls, integrating image processing, feature ranking, and machine learning. The method utilizes features from surfac...
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利用图像分析量化钢筋混凝土墙体的地震损伤
本研究介绍了一种图像辅助方法,该方法集图像处理、特征排序和机器学习于一体,用于对钢筋混凝土墙体进行震害评估。该方法利用图像表面的特征来评估墙体的地震损伤。
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来源期刊
Journal of Earthquake Engineering
Journal of Earthquake Engineering 工程技术-地球科学综合
CiteScore
5.80
自引率
3.80%
发文量
135
审稿时长
3 months
期刊介绍: The Journal of Earthquake Engineering is a publication of peer-reviewed papers on research and development in analytical, experimental and field studies of earthquakes from an engineering seismology as well as a structural engineering viewpoint. The Journal combines the three most important ingredients for a successful technical publication; the highest possible technical quality, speed of publication and competitive subscription rates. The journal draws on research and development work from engineering communities worldwide in the fields of earthquake engineering and engineering seismology. Work on experimental, analytical, design, and field studies will be considered for publication. The following is a nonexhaustive list of topics considered to be within the scope of the journal: -Historical seismicity -Tectonics and seismology -Strong-motion studies -Soil dynamics and foundations -Site effects and geotechnical aspects -Dynamic soil-structure interaction -Foundation design for earthquake loading -Seismic response of buildings -Seismic response of bridges and other special structures -Lifelines earthquake engineering -Passive and active systems for earthquake protection -Repair and strengthening -Earthquake disaster mitigation and emergency planning -Case histories and field studies -Seismic sea-waves (Tsunamis)
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