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A Robust Recognition and Accurate Locating method for Circular Coded Diagonal Target

机译:圆形编码对角线目标的鲁棒识别和精确定位方法

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摘要

As a category of special control points which can be automatically identified, artificial coded targets have been widely developed in the field of computer vision, photogrammetry, augmented reality, etc. In this paper, a new circular coded target designed by RockeTech technology Corp. Ltd is analyzed and studied, which is called circular coded diagonal target (CCDT). A novel detection and recognition method with good robustness is proposed in the paper, and implemented on Visual Studio.In this algorithm, firstly, the ellipse features of the center circle are used for rough positioning. Then, according to the characteristics of the center diagonal target, a circular frequency filter is designed to choose the correct center circle and eliminates non-target noise. The precise positioning of the coded target is done by the correlation coefficient fitting extreme value method. Finally, the coded target recognition is achieved by decoding the binary sequence in the outer ring of the extracted target. To test the proposed algorithm, this paper has carried out simulation experiments and real experiments. The results show that the CCDT recognition and accurate locating method proposed in this paper can robustly recognize and accurately locate the targets in complex and noisy background.
机译:作为一种可以自动识别的特殊控制点,在计算机视觉,摄影测量,增强现实等领域中,人工编码目标已经得到了广泛的发展。本文中,由RockeTech Technology Corp.设计的一种新型圆形编码目标经过分析和研究,称为圆形编码对角目标(CCDT)。本文提出了一种新的具有良好鲁棒性的检测识别方法,并在Visual Studio上实现。该算法首先将中心圆的椭圆特征用于粗略定位。然后,根据中心对角线目标的特性,设计圆形频率滤波器以选择正确的中心圆并消除非目标噪声。编码目标的精确定位是通过相关系数拟合极值方法完成的。最后,通过对提取的目标的外环中的二进制序列进行解码来实现编码目标的识别。为了测试该算法,本文进行了仿真实验和实际实验。结果表明,本文提出的CCDT识别和精确定位方法能够在复杂,嘈杂的背景下鲁棒地识别和准确定位目标。

著录项

  • 来源
  • 会议地点 Beijing(CN)
  • 作者单位

    College of Aerospace Science and Engineering, National University of Defense Technology, Changsha 410073, China,Hunan Provincial Key Laboratory of Image Measurement and Vision Navigation, National University of Defense Technology, Changsha 410073, China;

    College of Aerospace Science and Engineering, National University of Defense Technology, Changsha 410073, China,Hunan Provincial Key Laboratory of Image Measurement and Vision Navigation, National University of Defense Technology, Changsha 410073, China;

    College of Aerospace Science and Engineering, National University of Defense Technology, Changsha 410073, China,Hunan Provincial Key Laboratory of Image Measurement and Vision Navigation, National University of Defense Technology, Changsha 410073, China;

    College of Aerospace Science and Engineering, National University of Defense Technology, Changsha 410073, China,Hunan Provincial Key Laboratory of Image Measurement and Vision Navigation, National University of Defense Technology, Changsha 410073, China;

  • 会议组织
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Circular Coded Diagonal Target (CCDT); Circular Frequency Filter; Decoding; Precise Positioning;

    机译:圆形编码对角靶(CCDT);环形频率滤波器解码;精确定位;

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