Computer vision systems in unmanned aerial vehicle: a review

Odilon L. C. Mendes, Giovanna Miceli Ronzani Borille
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引用次数: 3

Abstract

Inspections in areas of difficult access or hostile to the human, pattern recognition, surveillance and monitoring, are some of the many applications in with Unmanned Aerial Vehicles (UAV), can be a solution, opening up new perspectives for the use of this technology. The navigation and the position of the UAVs can be made by autonomous method through the computational vision, which is a technology of construction of artificial systems capable of read information from images or any multidimensional data and making decisions. This work presents a review of the use of computer vision systems by UAVs, with a focus on its many applications. The main objective is to analyze the latest technologies used for the development of computer vision in UAVs, through the tools of data search, information storage and, mainly, processing and analysis of data. The researches encompasses a publication of recent works, 2011 onwards, from the Science Direct portal. For each work were analyzed the objectives, methodology and results. Based in this analysis, was made a comparison between the techniques and their challenges. From this, future outlook scenarios of UAVs using computational vision are mentioned.
无人机计算机视觉系统综述
在难以进入或对人类有敌意的地区进行检查,模式识别,监视和监控,是无人机(UAV)的许多应用中的一些,可以成为一种解决方案,为该技术的使用开辟了新的视角。计算视觉是一种构建能够从图像或任何多维数据中读取信息并进行决策的人工系统的技术。这项工作介绍了无人机使用计算机视觉系统的回顾,重点是它的许多应用。主要目标是通过数据搜索、信息存储以及主要是数据处理和分析等工具,分析用于无人机计算机视觉发展的最新技术。这些研究包括2011年以来科学直接门户网站发表的最新作品。对每项工作的目标、方法和结果进行了分析。在此基础上,对这些技术及其面临的挑战进行了比较。在此基础上,展望了无人机应用计算视觉的未来前景。
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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