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An FPGA implemented bridge over water recognition for an image evaluation on-board of satellites

机译:基于FPGA的星载图像评估水上桥梁识别

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This paper presents an advanced method for the automatic recognition of bridges over water in high resolution satellite image data, intended for an application on-board of satellites. The algorithm is implemented in reconfigurable hardware, a so-called Field Programmable Gate Array (FPGA). Within a few seconds a thematic map is derived from the original satellite image. The map contains information about the water areas, islands and bridge deck areas in the captured scene. No a-priory knowledge is needed. Due to the autonomous image processing and the low power consumption of the FPGA, this implementation seems suitable for an application on-board of satellites. Especially in case of a natural disaster it could provide quick information about accessible transportation routes. The algorithm as well as experimental results on panchromatic and near-infrared satellite imagery are presented in this article. The obtained results are promising.
机译:本文提出了一种在高分辨率卫星图像数据中自动识别水上桥梁的先进方法,旨在用于卫星上的应用。该算法在可重构硬件,即所谓的现场可编程门阵列(FPGA)中实现。几秒钟之内,从原始卫星图像中提取出一张专题地图。该地图包含有关捕获场景中水域、岛屿和桥面区域的信息。不需要任何隐修会知识。由于FPGA的自主图像处理和低功耗,这种实现似乎适合于卫星上的应用。特别是在发生自然灾害的情况下,它可以提供有关交通路线的快速信息。本文介绍了该算法以及在全色和近红外卫星图像上的实验结果。得到的结果是有希望的。

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