Building Mosaics Using Images Autonomously Acquired by a UAV

Lúcio André Amorim, R. Vassallo, M. Sarcinelli-Filho
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引用次数: 1

Abstract

In this work we discuss an application related either to fire fighting or to precision agriculture, which consists in building mosaics from aerial images acquired by an Unmanned Aerial Vehicle - a UAV, specifically a quadrotor. The odometry of the vehicle is used to help estimating the position of each new image to be included in the mosaic, and, thus, matching features present in the overlapping areas of the images. Navigation and image acquisition are done autonomously, with a pre-set route in which a set of waypoints is defined. Images are acquired while the quadrotor keeps itself hovering in each waypoint, after testing such a possibility against the option correspondent to get images with the quadrotor flying between two of them. For choosing between these two cases the mosaics are built and compared, leading to the decision of using the images acquired with the quadrotor hovering over each waypoint. To improve the mosaics built, information provided by a GPS module onboard the UAV about the position from where each image is acquired is also included in the mosaic, to allow getting better information about the area under inspection, which can be, for instance, an area in which fire outbreaks are being searched or a farming area being inspected.
利用无人机自主获取的图像构建马赛克
在这项工作中,我们讨论了与消防或精准农业相关的应用,其中包括从无人驾驶飞行器-无人机,特别是四旋翼飞行器获得的航空图像中构建马赛克。车辆的里程计用于帮助估计要包含在马赛克中的每个新图像的位置,并因此匹配图像重叠区域中存在的特征。导航和图像采集是自主完成的,具有预先设定的路线,其中定义了一组路点。图像是在四旋翼飞行器保持在每个航路点悬停时获得的,在测试了这种可能性之后,针对选项通讯员获得图像,四旋翼飞行器在其中两个之间飞行。对于这两种情况之间的选择,马赛克被建立和比较,导致使用与四旋翼悬停在每个航路点上获得的图像的决定。为了改善拼接效果,无人机上的GPS模块提供的关于图像采集位置的信息也包含在拼接中,以便获得有关被检查区域的更好信息,例如,可以是正在搜索火灾爆发的区域或正在检查的农业区域。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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