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Computer simulation of image degradations by atmospheric turbulence for horizontal views

机译:大气湍流对图像劣化的计算机模拟

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The development and implementation of a computer model to simulate the impact of atmospheric turbulence on image quality for a passive imaging system is presented. The presented model is an empirical one based upon the analysis of imaging distortions in real image sequences recorded under different atmospheric conditions. Only horizontal views are considered, which are typical for a ground to ground application. The computer simulation uses pristine, single images (showing no turbulence effects) as input and produces image sequences that are degraded by the specified turbulence. The implemented method can be applied for instance to the images calculated by any existing imaging simulation tool of a passive camera in a post processing step. Imagers with high frame rates can be simulated. The simulation results for a medium and a strong turbulent condition are compared to field data collected by Germany during the NATO-RTG40 White Sands Missile Range field trials of November 2005. An important feature of the presented simulation method is the consideration of the range information, which is the viewing distance to an object, or in other words, the length of the optical propagation path. In contrast to the usual way how turbulence is included into imaging simulations by assuming only a single viewing distance for all parts of a scene, different range information for different image areas can be used in our simulation. Such spatially high resolved range information can be for instance easily calculated for synthetic scenarios by computer graphics tools. Examples are presented showing the advantages of the range dependent turbulence simulation. The presented simulation method is fast in terms of computing time and well suited for real-time simulations using the computing power of nowadays graphics processors.
机译:提出了一种计算机模型的开发和实现,用于模拟大气湍流对无源成像系统的图像质量的影响。基于在不同大气条件下记录的真实图像序列中的成像畸变分析,所提出的模型是经验性的。只考虑水平视图,这对于地面应用的地面是典型的。计算机仿真使用原始,单个图像(显示无湍流效应)作为输入,并产生由指定湍流劣化的图像序列。实现的方法可以例如应用于由后处理步骤中无源相机的任何现有的成像模拟工具计算的图像。可以模拟具有高帧速率的成像仪。将介质和强大动荡条件的仿真结果与德国在2005年11月的Nato-RTG40白沙导弹范围试验期间与德国收集的现场数据进行比较。所提出的仿真方法的一个重要特征是考虑范围信息,这是对象的观看距离,或换句话说,光学传播路径的长度。与通常的方式,通过假设场景的所有部分的单个观看距离,可以使用湍流如何将湍流纳入成像仿真。我们的模拟可以使用不同图像区域的不同范围信息。此类空间高分辨率范围信息可以例如通过计算机图形工具容易地计算综合性方案。提出了示例,示出了范围依赖性湍流模拟的优点。呈现的仿真方法在计算时间方面快速,适用于使用当今图形处理器的计算能力的实时仿真。

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