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Fourier-transform-based two-stage camera calibration method with simple periodical pattern

机译:基于傅立叶变换的两级相机校准方法,具有简单的周期模式

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摘要

Clear and focused pattern images are essential prerequisites for accurate feature detection in traditional camera calibration methods, which introduce numerous limitations in various areas, such as long-distance photogrammetry. A feature detection method robust against defocusing is proposed for extracting the centers or corners of a planar square periodic target. A Fourier transform is employed to calculate two wrapped phase maps from the periodic target images, which are then used to accurately extract the feature points. The calibration procedure is divided into two stages to obtain more accurate results. A rough calibration is performed to calculate the rotation angles between the target and the camera. If the tilt angle is larger than 12 degrees, the corresponding images are removed. Subsequently, the remaining images are used for precise calibration. The simulations and the experiments demonstrate that the proposed method can accurately calibrate a camera with a planar square periodic pattern, even in the case of severe defocusing.
机译:清晰和聚焦的模式图像是传统相机校准方法中精确特征检测的必要前提条件,这在各种区域中引入了许多限制,例如远程摄影测量。提出了一种特征检测方法抵抗散焦的稳健,用于提取平面方周期靶的中心或角。使用傅里叶变换来计算来自周期性目标图像的两个包装相位映射,然后用于精确提取特征点。校准程序分为两个阶段,以获得更准确的结果。执行粗略校准以计算目标和相机之间的旋转角度。如果倾斜角大于12度,则移除相应的图像。随后,剩余的图像用于精确校准。仿真和实验表明,即使在严重散焦的情况下,所提出的方法也可以用平坦的平方周期图案进行准确地校准相机。

著录项

  • 来源
    《Optics and Lasers in Engineering》 |2020年第10期|106121.1-106121.7|共7页
  • 作者单位

    Wuhan Univ Technol Sch Automat Wuhan 430070 Peoples R China|China Aerodynam Res & Dev Ctr Key Lab Icing & Anti Deicing Mianyang 621000 Sichuan Peoples R China;

    Wuhan Univ Technol Sch Automat Wuhan 430070 Peoples R China|China Aerodynam Res & Dev Ctr Key Lab Icing & Anti Deicing Mianyang 621000 Sichuan Peoples R China;

    Wuhan Univ Technol Sch Automat Wuhan 430070 Peoples R China|China Aerodynam Res & Dev Ctr Key Lab Icing & Anti Deicing Mianyang 621000 Sichuan Peoples R China;

    Wuhan Univ Technol Sch Automat Wuhan 430070 Peoples R China|China Aerodynam Res & Dev Ctr Key Lab Icing & Anti Deicing Mianyang 621000 Sichuan Peoples R China;

    Xian Jiao Tong Liverpool Univ Dept Elect & Elect Engn Suzhou 215123 Peoples R China;

    Anhui Agr Univ Coll Engn Hefei 230036 Peoples R China;

    Wuhan Univ State Key Lab Informat Engn Surveying Mapping & R Wuhan 430079 Peoples R China;

    Wuhan Univ Sci & Technol Key Lab Met Equipment & Control Technol Minist Educ Wuhan 430081 Peoples R China;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Camera calibration; Feature detection; Fourier transform; Periodic target; Wrapped phase;

    机译:相机校准;特征检测;傅里叶变换;定期目标;包装阶段;

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