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A UAV Video Dataset for Mosaicking and Change Detection From Low-Altitude Flights

机译:用于镶嵌和从低空飞行的变更检测的UAV视频数据集

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摘要

In recent years, the technological improvements of low-cost small-scaleUnmanned Aerial Vehicles (UAVs) are promoting an ever-increasing use of them indifferent tasks. In particular, the use of small-scale UAVs is useful in allthese low-altitude tasks in which common UAVs cannot be adopted, such asrecurrent comprehensive view of wide environments, frequent monitoring ofmilitary areas, real-time classification of static and moving entities (e.g.,people, cars, etc.). These tasks can be supported by mosaicking and changedetection algorithms achieved at low-altitude. Currently, public datasets fortesting these algorithms are not available. This paper presents the UMCDdataset, the first collection of geo-referenced video sequences acquired atlow-altitude for mosaicking and change detection purposes. Five referencescenarios are also reported.
机译:近年来,低成本小型稳定的航空车(无人机)的技术改进正在促进越来越多地利用它们无动于衷的任务。特别是,使用小规模的无人机可用于无法采用普通无人机的所有低空任务,这种宽阔的环境综合视图,频繁监控隔壁区域,静态和移动实体的实时分类(例如, ,人,汽车等)。这些任务可以通过在低空实现的镶嵌和转换算法支持。目前,Fortesting这些算法的公共数据集不可用。本文介绍了UMCDDataset,这是地理参考视频序列的第一个集合获取了Atlow-Altitude,用于镶嵌和改变检测目的。还报告了五个参考名人体。

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