不同处理条件下无人机获取图像的空间分辨率

IF 1.4 Q2 FORESTRY
J. Kubišta, P. Surový
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引用次数: 2

摘要

摘要无人机(UAV)和用于处理无人机图像数据的不同软件的可用性不断增加,为按需监测环境带来了新的可能性,使在图像处理和分析方面具有不同专业知识的更广泛的专业人员能够访问环境。这也带来了与图像质量标准相关的新问题。图像的一个重要特征是其空间分辨率,因为它直接影响物体识别和图像进一步处理的结果。本研究旨在识别无人机获取图像的空间分辨率与图像获取条件变量之间的关系,特别是无人机飞行高度、飞行速度和照明条件。所有这些特征都已被证明会显著影响空间分辨率质量以及基于该图像的所有后续数据。更高的飞行高度和飞行速度会带来更低的空间分辨率,而更好的照明条件会带来更好的图像空间分辨率。在本文中,我们进行了一项研究,测试了各种高度、飞行速度和光照条件,并测试了这些参数对地面分辨距离(GRD)的影响。我们证明,在这些变量中,高度是最重要的因素,其次是速度,最后是光照条件。所有这些因素都可能相关,例如,在林业部门实施无人机时,必须经常在不同的地形条件和/或复杂的林分(尤其是垂直)结构以及不同的天气条件下收集图像数据。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Spatial resolution of unmanned aerial vehicles acquired imagery as a result of different processing conditions
Abstract Increasing availability of Unmanned aerial vehicles (UAV) and different software for processing of UAV imagery data brings new possibilities for on-demand monitoring of environment, making it accessible to broader spectra of professionals with variable expertise in image processing and analysis. This brings also new questions related to imagery quality standards. One of important characteristics of imagery is its spatial resolution as it directly impacts the results of object recognition and further imagery processing. This study aims at identifying relationship between spatial resolution of UAV acquired imagery and variables of imagery acquiring conditions, especially UAV flight height, flight speed and lighting conditions. All of these characteristics has been proved as significantly influencing spatial resolution quality and all subsequent data based on this imagery. Higher flight height as well as flight speed brings lower spatial resolution, whereas better lighting conditions lead to better spatial resolution of imagery. In this article we conducted a study testing various heights, flight speeds and light conditions and tested the impact of these parameters on Ground Resolved Distance (GRD). We proved that from among the variables, height is the most significant factor, second position is speed and finally the light condition. All of these factors could be relevant for instance in implementation of UAV in forestry sector, where imagery data must be often collected in diverse terrain conditions and/or complex stand (especially vertical) structure, as well as different weather conditions.
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来源期刊
CiteScore
3.20
自引率
6.20%
发文量
23
审稿时长
22 weeks
期刊介绍: Central European Forestry Journal (published as Lesnícky Èasopis - Forestry Journal until 2016) publishes novel science originating from research in forestry and related braches. Central European Forestry Journal is a professional peer-reviewed scientific journal published 4-time a year. The journal contains original papers and review papers of basic and applied research from all fields of forestry and related disciplines. The editorial office accepts the manuscripts within the focus of the journal exclusively in English language. The journal does not have article processing charges (APCs) nor article submission charges. Central European Forestry Journal, abbreviation: Cent. Eur. For. J., publishes original papers and review papers of basic and applied research from all fields of forestry and related scientific areas. The journal focuses on forestry issues relevant for Europe, primarily Central European regions. Original works and review papers can be submitted only in English language.
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