EVALUATING A NADIR AND AN OBLIQUE CAMERA FOR 3D INFRASTRUCTURE (CITY) MODEL GENERATION

Q2 Social Sciences
K. G. Nikolakopoulos, A. Kyriou
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引用次数: 0

Abstract

Abstract. The analysis of Earth’s surface is strongly associated with the creation of three dimensional representations. In light of this, researchers involved in any realm of research as, geological, hydrological, ecological planning, city modelling, civil infrastructure monitoring, disaster management and emergency response, require 3D information of high fidelity and accuracy. For many decades, aerial photos or satellite data and photogrammetry provided the necessary information. In recent years, high-resolution imagery acquired by Unmanned Aerial Vehicles (UAV) has become a cost-efficient and quite accurate solution. In this framework, an infrastructure-monitoring project, named called “PROION”, focuses among others on the generation of very fine and highly accurate 3D infrastructure (city) model. The specific study evaluates a high-resolution nadir camera and an oblique camera for the creation of a 3D representation of the Patras University Campus. During the project, two identical flights over a part of the campus were conducted. The flights were performed with a vertical take-off and landing (Vtol) fixed wind UAV equipped with PPK receiver on-board. Based on the conducted flights, many data sets have been evaluated regarding the accuracy and fidelity. It was proved that both nadir and oblique cameras produced very accurate 3D representations of the University campus buildings. The RMSE error of the nadir imagery is almost two times higher than the respective error of the oblique imagery reaching 30cm.
评估三维基础设施(城市)模型生成的最低点和倾斜相机
摘要地球表面的分析与三维表现的创造密切相关。有鉴于此,从事任何研究领域的研究人员,如地质、水文、生态规划、城市建模、民用基础设施监测、灾害管理和应急响应,都需要高保真和准确的3D信息。几十年来,航空照片或卫星数据和摄影测量提供了必要的信息。近年来,无人机(UAV)获取高分辨率图像已成为一种成本效益高、精度高的解决方案。在这个框架下,一个名为“PROION”的基础设施监测项目侧重于生成非常精细和高度精确的3D基础设施(城市)模型。具体研究评估了高分辨率最低点相机和倾斜相机,用于创建Patras大学校园的3D表示。在项目期间,在校园的一部分进行了两次相同的飞行。这些飞行是由一架垂直起降(Vtol)固定风力无人机执行的,该无人机配备了机载PPK接收器。基于所进行的飞行,对许多数据集的准确性和保真度进行了评估。事实证明,最低点和倾斜相机都能产生非常准确的大学校园建筑的3D表示。最低点成像的RMSE误差比30cm的倾斜成像的RMSE误差高出近2倍。
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来源期刊
CiteScore
1.70
自引率
0.00%
发文量
949
审稿时长
16 weeks
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