采用投影回归原理的全景影像测量方法

Panoramic Image Measurement Method Basedon Projection Regression

  • 摘要: 在全景影像和激光点云数据的匹配中引入“虚拟投影球面”的假设,提出了基于光源归一的投影回归方法,并对该方法进行了严密的数学论证,在此基础上,采用球面投影中的角度逼近法进行了不同角度分辨率下全景影像的空间测量实验,实验结果验证了该方法的实用性。

     

    Abstract: Aimed to match panoramic images with laser point cloud data,we introduced an assumptionof“virtual spherical projection”based on fisheye camera optical structure research and the mathemati-cal basis of fisheye image.A projection regression method was proposed to normalize light sources forthe fisheye camera lens and the laser scanner,and a mathematical processing rigorously supportes ourhypothesis.We demonstrate the correctness of a angle approximation approach for spherical projec-tion,and also measured panoramic images under different resolutions of scanner pith angle using nea-rest point search algorithm.Our experimental results show small measurement errors and there forethe proposed method has great practicality.

     

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