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Laser Stripe Matching Based on Multi-layer Refraction Model in Underwater Laser Scanning System

机译:水下激光扫描系统中基于多层折射模型的激光条纹匹配

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In an underwater environment, the imaging light will pass through water, glass and air. The current laser stripe matching method is based on the epipolar constraint of binocular stereo vision. But the underwater binocular stereo vision system is an axis camera model, which is no longer applicable to the epipolar constraint. So matching the laser stripe underwater correctly is a problem to be solved. In order to reconstruct the underwater 3D model correctly, this paper proposes a laser stripe matching method based on multilayer refractive model of light field. The lights from the same point ray to two cameras are coplanar, which can be used to find the corresponding laser stripe points and calculate 3D points. The algorithm can calculate the corresponding points of laser stripe accurately and calculate the point cloud model accurately. The experimental results show that this method can achieve better point cloud reconstruction result and gain more accurate 3D model.
机译:在水下环境中,成像光将穿过水,玻璃和空气。当前的激光条纹匹配方法是基于双目立体视觉的对极约束。但是水下双目立体视觉系统是轴照相机模型,它不再适用于对极约束。因此,正确匹配水下激光条纹是一个需要解决的问题。为了正确重构水下3D模型,提出了一种基于光场多层折射模型的激光条纹匹配方法。从同一点射线到两个摄像头的光是共面的,可用于查找相应的激光条纹点并计算3D点。该算法可以准确地计算出激光条纹的对应点,并可以准确地计算出点云模型。实验结果表明,该方法可以获得较好的点云重构效果,并获得更准确的3D模型。

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