数字体图像相关研究应用综述

A REVIEW OF RESEARCH AND APPLICATION OF DIGITAL VOLUME CORRELATION TECHNOLOGY

  • 摘要: 数字体图像相关(DVC)技术作为一种先进的三维图像分析方法,能够实现物体内部的高精度三维体全场位移和应变测量。介绍了DVC技术的基础理论、基本原理和方法步骤。并结合国内外相关研究,详细讨论了DVC核心算法和优化策略的进展情况。对DVC技术在材料科学、实验力学、生物医学、岩石力学等领域的应用情况进行了全面综述,研究表明该技术在处理复杂样本和应对严苛条件方面具有独特优势。总结了DVC技术面临的挑战及未来发展方向,指出在整合机器学习技术提升算法性能方面具有很大潜力。该文旨在为研究应用人员提供关于DVC技术当前发展和未来展望的全面视角。

     

    Abstract: As an advanced 3D image analysis method, digital volume correlation (DVC) technology can achieve high-precision 3D full-field displacement and strain measurement inside objects. The basic theory, basic principle and methods of DVC technology are introduced. Combined with the relevant research at home and abroad, the progress of DVC core algorithm and optimization strategy is discussed in detail. The application of DVC technology to material science, experimental mechanics, biomedicine, rock mechanics and other fields is reviewed. The research shows that DVC technology has unique advantages in handling complex samples and coping with harsh conditions. The challenges and future development direction of DVC technology are summarized, and it is pointed out that it has great potential in integrating machine learning technology to improve algorithm performance. The purpose of this paper is to provide a comprehensive perspective on current development and future prospects of DVC technology for researchers and application staff.

     

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