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Nonmetric Camera Calibration for Underwater Laser Scanning System

机译:水下激光扫描系统的非度量摄像机标定

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This paper describes the development of an underwater camera system with a laser line source to measure seafloor features at millimeter scales. The quality of underwater photography is limited by the visibility of the water column. In real underwater environments, there are always suspended particles in the water column and light is scattered by these particles. As a result, photographic images taken under such conditions will be blurred. The stronger the light source is, the more severe the blurring will be. Therefore, it is difficult to discern the features of the intended target directly from the underwater images. To overcome this problem, a laser stripe can be projected onto the target and the profile of the target can be inferred from the displacement of the laser scan lines relative to a reference baseline. With a calibrated camera, the displacement expressed in pixels can be converted into the dimensions of the target in engineering units. To obtain a broader view in a closer distance, a wide-angle lens is usually used. As a result, the image taken with the wide-angle lens is nonlinear and is strongly distorted at the edges of the image. Calibration of a camera involves finding the optical and geometrical parameters of the camera and the environment in which it works. In this paper, a modified coordinate mapping calibration procedure is used. We divide the scope of the camera into several regions and build linear mappings between the world coordinate system and the pixels in the regions. We lay vertical and horizontal grid lines separated by 50 mm on an acrylic board that is aligned with the laser scanning sheet. These grid lines serve as longitude and latitude lines of a map. On the captured image, we curve-fit the grid points in pixel coordinates. A pair of interpolated longitude and latitude lines which pass through the target point are used to estimate the location of the point in the world coordinate system. We assess the accuracy of this procedure with- test pieces (grooved blocks and seabed ripples) fabricated by a computer numerical control milling machine. Our measurements show that the error is less than 1.5 mm when the target is scanned from a distance of 1 m.
机译:本文介绍了带有激光线源的水下摄像系统的开发,该系统可以测量毫米级的海底特征。水下摄影的质量受到水柱能见度的限制。在真实的水下环境中,水柱中始终有悬浮的颗粒,这些颗粒会散射光。结果,在这种条件下拍摄的摄影图像将变得模糊。光源越强,模糊就越严重。因此,难以直接从水下图像辨别目标物体的特征。为了克服这个问题,可以将激光条投射到目标上,并且可以根据激光扫描线相对于参考基线的位移来推断目标的轮廓。使用经过校准的相机,可以将以像素表示的位移转换为工程单位的目标尺寸。为了在近距离获得较宽的视野,通常使用广角镜。结果,用广角镜拍摄的图像是非线性的,并且在图像的边缘处严重失真。相机的校准涉及找到相机的光学和几何参数以及其工作环境。在本文中,使用了改进的坐标映射校准程序。我们将相机的范围划分为几个区域,并在世界坐标系和区域中的像素之间建立线性映射。我们在与激光扫描纸对齐的丙烯酸板上放置垂直和水平网格线,相隔50 mm。这些网格线用作地图的经度和纬度线。在捕获的图像上,我们将网格点曲线拟合为像素坐标。穿过目标点的一对内插经度和纬度线用于估计该点在世界坐标系中的位置。我们用计算机数控铣床制造的试件(切槽和海底波纹)评估该程序的准确性。我们的测量结果表明,从1 m的距离扫描目标时,误差小于1.5 mm。

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