微型电脑应用2024,Vol.40Issue(1) :193-195,204.

基于DBSCAN聚类的电力施工场景倾斜摄影测量数据采集方法

Data Acquisition Method of Oblique Photography in Power Construction Scene Based on DBSCAN Clustering

吴守尊 孙沛 边辉 陈丽娜 马凡琳
微型电脑应用2024,Vol.40Issue(1) :193-195,204.

基于DBSCAN聚类的电力施工场景倾斜摄影测量数据采集方法

Data Acquisition Method of Oblique Photography in Power Construction Scene Based on DBSCAN Clustering

吴守尊 1孙沛 1边辉 1陈丽娜 1马凡琳1
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作者信息

  • 1. 国网甘肃省电力公司平凉供电公司,甘肃,平凉 744000
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摘要

针对像片记录数据存在遗漏,测量数据问题像片比例较大的问题,提出基于DBSCAN聚类的电力施工场景倾斜摄影测量数据采集方法.规划无人机飞行航线,令镜头与云台轴心位于同一中心,利用GPS技术获得像控点定位数据,应用DB-SCAN聚类方法,分类数据类别,存储和记录像片定位数据和数据,一一匹配无人机POS数据与拍摄像片.实验结果表明,该方法减少了测量数据集的问题像片比例,提高了像片数据合格率.

Abstract

In view of the omission of photographic record data and the large proportion of measurement data,an inclined photo-grammetric data acquisition method for power construction scene based on DBSCAN clustering is proposed.The method plans the flight route of UAV,makes the lens and PTZ axis in the same center,uses GPS technology to obtain image control point positioning data,applies DBSCAN clustering method to classify data categories,stores and records photo positioning data,and matches UAV POS data and photographed photos one by one.The experimental results show that this method reduces the problem image proportion of the measurement data set and improves the qualified rate of image data.

关键词

无人机/倾斜摄影/场景测量/像控点/数据采集/DBSCAN聚类

Key words

UAV/oblique photography/scene measurement/locus of control/data collection/DBSCAN clustering

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出版年

2024
微型电脑应用
上海市微型电脑应用学会

微型电脑应用

CSTPCD
影响因子:0.359
ISSN:1007-757X
参考文献量7
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