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A CASE STUDY ON THROUGH-WATER DENSE IMAGE MATCHING

机译:透过水密度图像匹配的案例研究

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In the last years, the tremendous progress in image processing and camera technology has reactivated the interest in photogrammetrybased surface mapping. With the advent of Dense Image Matching (DIM), the derivation of height values on a per-pixel basis became feasible, allowing the derivation of Digital Elevation Models (DEM) with a spatial resolution in the range of the ground sampling distance of the aerial images, which is often below 10?cm today. While mapping topography and vegetation constitutes the primary field of application for image based surface reconstruction, multi-spectral images also allow to see through the water surface to the bottom underneath provided sufficient water clarity. In this contribution, the feasibility of through-water dense image matching for mapping shallow water bathymetry using off-the-shelf software is evaluated. In a case study, the SURE software is applied to three different coastal and inland water bodies. After refraction correction, the DIM point clouds and the DEMs derived thereof are compared to concurrently acquired laser bathymetry data. The results confirm the general suitability of through-water dense image matching, but sufficient bottom texture and favorable environmental conditions (clear water, calm water surface) are a preconditions for achieving accurate results. Water depths of up to 5?m could be mapped with a mean deviation between laser and trough-water DIM in the dm-range. Image based water depth estimates, however, become unreliable in case of turbid or wavy water and poor bottom texture.
机译:近年来,图像处理和相机技术的巨大进步重新激发了人们对基于摄影测量的表面映射的兴趣。随着密集图像匹配(DIM)的出现,以像素为单位导出高度值变得可行,从而允许以空间分辨率在天线的地面采样距离范围内导出数字高程模型(DEM)。图像,今天通常低于10?cm。虽然绘制地形图和植被是基于图像的表面重建的主要应用领域,但多光谱图像还允许从水面到下方的底部查看,从而提供足够的水清晰度。在此贡献中,评估了使用现成的软件进行水密图像匹配以绘制浅水测深图的可行性。在案例研究中,将SURE软件应用于三个不同的沿海和内陆水域。在折射校正之后,将DIM点云及其派生的DEM与同时获取的激光测深数据进行比较。结果证实了通水密集图像匹配的一般适用性,但是足够的底部纹理和良好的环境条件(清水,平静的水面)是获得准确结果的前提。可以用dm范围内的激光和暗水DIM之间的平均偏差来映射高达5?m的水深。但是,在浑浊或波浪状水和底部质地较差的情况下,基于图像的水深估计将变得不可靠。

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