Digital-volume-correlation-assisted crack extraction using X-ray computed tomography images of cementitious materials

IF 13.1 1区 工程技术 Q1 CONSTRUCTION & BUILDING TECHNOLOGY Cement & concrete composites Pub Date : 2025-04-01 Epub Date: 2025-02-07 DOI:10.1016/j.cemconcomp.2025.105968
Shuxian Hong , Zhongbo Yuan , Disheng Pan , Chuan Kuang , Biqin Dong , Shengxin Fan
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Abstract

The image segmentation results for microcrack detection suffer from poor continuity and integrity due to noise, grayscale inhomogeneity, and the very small size of microcrack voxels. Strain information is introduced to aid crack recognition and reduce the impact of image accuracy on crack detection. A new crack detection method is proposed that combines image processing and digital volume correlation (DVC). This method detects and extracts microcracks with specific propagation directions, distinguishing them from pseudo-cracks. It also enhances the integrity of crack morphology analysis by incorporating both image and mechanical information (DVC) data. Furthermore, analysis of X-ray computed tomography (XCT) images of fractured rubber concrete specimens, along with optical microscope verification, demonstrates that this method is effective for visualizing and quantifying fracture patterns.
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利用胶结材料的x射线计算机断层扫描图像进行数字体积相关辅助裂缝提取
由于噪声、灰度不均匀性、微裂纹体素尺寸过小等原因,微裂纹检测的图像分割结果连续性和完整性较差。引入应变信息辅助裂纹识别,降低图像精度对裂纹检测的影响。提出了一种结合图像处理和数字体积相关(DVC)的裂纹检测新方法。该方法检测和提取具有特定扩展方向的微裂纹,并将其与伪裂纹区分开来。它还通过结合图像和力学信息(DVC)数据提高了裂纹形貌分析的完整性。此外,对断裂橡胶混凝土试件的x射线计算机断层扫描(XCT)图像分析以及光学显微镜验证表明,该方法可以有效地可视化和量化断裂模式。
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来源期刊
Cement & concrete composites
Cement & concrete composites 工程技术-材料科学:复合
CiteScore
18.70
自引率
11.40%
发文量
459
审稿时长
65 days
期刊介绍: Cement & concrete composites focuses on advancements in cement-concrete composite technology and the production, use, and performance of cement-based construction materials. It covers a wide range of materials, including fiber-reinforced composites, polymer composites, ferrocement, and those incorporating special aggregates or waste materials. Major themes include microstructure, material properties, testing, durability, mechanics, modeling, design, fabrication, and practical applications. The journal welcomes papers on structural behavior, field studies, repair and maintenance, serviceability, and sustainability. It aims to enhance understanding, provide a platform for unconventional materials, promote low-cost energy-saving materials, and bridge the gap between materials science, engineering, and construction. Special issues on emerging topics are also published to encourage collaboration between materials scientists, engineers, designers, and fabricators.
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