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A Multi-Disciplinary Approach to Remote Sensing through Low-Cost UAVs

机译:通过低成本无人机进行遥感的多学科方法

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The use of Unmanned Aerial Vehicles (UAVs) based on remote sensing has generated low cost monitoring, since the data can be acquired quickly and easily. This paper reports the experience related to agave crop analysis with a low cost UAV. The data were processed by traditional photogrammetric flow and data extraction techniques were applied to extract new layers and separate the agave plants from weeds and other elements of the environment. Our proposal combines elements of photogrammetry, computer vision, data mining, geomatics and computer science. This fusion leads to very interesting results in agave control. This paper aims to demonstrate the potential of UAV monitoring in agave crops and the importance of information processing with reliable data flow.
机译:基于遥感的无人飞行器(UAV)的使用产生了低成本的监控,因为可以快速,轻松地获取数据。本文报告了使用低成本无人机进行的龙舌兰作物分析相关的经验。通过传统的摄影测量流程处理数据,并应用数据提取技术提取新层并将龙舌兰植物与杂草和环境中的其他元素分开。我们的建议结合了摄影测量,计算机视觉,数据挖掘,地理学和计算机科学的要素。这种融合在龙舌兰控制中产生了非常有趣的结果。本文旨在证明无人机监测龙舌兰作物的潜力以及利用可靠数据流进行信息处理的重要性。

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