arXiv:2603.28159cs.CV2026-03被引 3

用事件相机阵列实现极端光照下高速三维变形的高精度测量

Event-Based Method for High-Speed 3D Deformation Measurement under Extreme Illumination Conditions

  • 结合事件流与时间相关性,精准提取标记点中心
  • 通过求解Kruppa方程与参数优化,实现快速标定
  • 在强光环境下仍保持0.08%以下相对误差,适合工程结构监测

大型工程结构如发射塔和悬索桥在极端受力下会发生高速三维变形,威胁安全。这些结构常处于极端光照条件,传统相机因动态范围有限易过曝。事件相机因其高动态范围和低延迟特性成为替代方案。本文提出一套从标定到测量的集成方法,基于多事件相机阵列实现极端光照下的高速三维变形监测。首先利用异步事件流与时间相关性分析提取标记点中心;其次通过求解Kruppa方程并结合参数优化框架实现快速标定;最后采用统一坐标变换与线性交点法完成三维变形测量。实验表明,相对测量误差低于0.08%。现场测试验证了多事件相机阵列自标定及三维变形测量的有效性。结果表明,该方法在恶劣光照条件下可实现高精度三维变形测量,相对误差小于0.1%。

原文摘要 · Abstract (English)

Background: Large engineering structures, such as space launch towers and suspension bridges, are subjected to extreme forces that cause high-speed 3D deformation and compromise safety. These structures typically operate under extreme illumination conditions. Traditional cameras often struggle to handle strong light intensity, leading to overexposure due to their limited dynamic range. Objective: Event cameras have emerged as a compelling alternative to traditional cameras in high dynamic range and low-latency applications. This paper presents an integrated method, from calibration to measurement, using a multi-event camera array for high-speed 3D deformation monitoring of structures in extreme illumination conditions. Methods: Firstly, the proposed method combines the characteristics of the asynchronous event stream and temporal correlation analysis to extract the corresponding marker center point. Subsequently, the method achieves rapid calibration by solving the Kruppa equations in conjunction with a parameter optimization framework. Finally, by employing a unified coordinate transformation and linear intersection, the method enables the measurement of 3D deformation of the target structure. Results: Experiments confirmed that the relative measurement error is below 0.08%. Field experiments under extreme illumination conditions, including self-calibration of a multi-event camera array and 3D deformation measurement, verified the performance of the proposed method. Conclusions: This paper addressed the critical limitation of traditional cameras in measuring high-speed 3D deformations under extreme illumination conditions. The experimental results demonstrate that, compared to other methods, the proposed method can accurately measure 3D deformations of structures under harsh lighting conditions, and the relative error of the measured deformation is less than 0.1%.

三维变形事件相机高动态范围结构监测

Thank you to arXiv for use of its open access interoperability. PaperDance 不是 arXiv 官方产品;中文卡片由大模型生成,请以原文为准。