UAV-BASED 3D URBAN ENVIRONMENT MONITORING

Wuttichai Boonpook; Yumin Tan; Huaqing Liu; Binbin Zhao; Lingfeng He

doi:10.5194/isprs-annals-IV-3-37-2018

UAV-BASED 3D URBAN ENVIRONMENT MONITORING

Wuttichai Boonpook
, Yumin Tan^*
, Huaqing Liu
, Binbin Zhao
, Lingfeng He

^*此作品的通讯作者

Beihang University
State Grid Corporation of China

科研成果: 期刊稿件 › 会议文章 › 同行评审

10 引用（Scopus）

摘要

Unmanned Aerial Vehicle (UAV) based remote sensing can be used to make three-dimensions (3D) mapping with great flexibility, besides the ability to provide high resolution images. In this paper we propose a quick-change detection method on UAV images by combining altitude from Digital Surface Model (DSM) and texture analysis from images. Cases of UAV images with and without georeferencing are both considered. Research results show that the accuracy of change detection can be enhanced with georeferencing procedure, and the accuracy and precision of change detection on UAV images which are collected both vertically and obliquely but without georeferencing also have a good performance.

源语言	英语
页（从-至）	37-43
页数	7
期刊	ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
卷	4
期	3
DOI	https://doi.org/10.5194/isprs-annals-IV-3-37-2018
出版状态	已出版 - 23 4月 2018
活动	2018 ISPRS TC III Mid-Term Symposium on Developments, Technologies and Applications in Remote Sensing - Beijing, 中国期限: 7 5月 2018 → 10 5月 2018

访问文件

10.5194/isprs-annals-IV-3-37-2018

其它文件与链接

链接到 Scopus 的出版物

引用此

@article{6936e0fc6fcb42ee8298927d9328af12,

title = "UAV-BASED 3D URBAN ENVIRONMENT MONITORING",

abstract = "Unmanned Aerial Vehicle (UAV) based remote sensing can be used to make three-dimensions (3D) mapping with great flexibility, besides the ability to provide high resolution images. In this paper we propose a quick-change detection method on UAV images by combining altitude from Digital Surface Model (DSM) and texture analysis from images. Cases of UAV images with and without georeferencing are both considered. Research results show that the accuracy of change detection can be enhanced with georeferencing procedure, and the accuracy and precision of change detection on UAV images which are collected both vertically and obliquely but without georeferencing also have a good performance.",

keywords = "DSM, UAV image, change detection, georeferenced data, urban environment monitoring",

author = "Wuttichai Boonpook and Yumin Tan and Huaqing Liu and Binbin Zhao and Lingfeng He",

note = "Publisher Copyright: {\textcopyright} Authors 2018.; 2018 ISPRS TC III Mid-Term Symposium on Developments, Technologies and Applications in Remote Sensing ; Conference date: 07-05-2018 Through 10-05-2018",

year = "2018",

month = apr,

day = "23",

doi = "10.5194/isprs-annals-IV-3-37-2018",

language = "英语",

volume = "4",

pages = "37--43",

journal = "ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences",

issn = "2194-9042",

publisher = "Copernicus GmbH",

number = "3",

}

TY - JOUR

T1 - UAV-BASED 3D URBAN ENVIRONMENT MONITORING

AU - Boonpook, Wuttichai

AU - Tan, Yumin

AU - Liu, Huaqing

AU - Zhao, Binbin

AU - He, Lingfeng

N1 - Publisher Copyright: © Authors 2018.

PY - 2018/4/23

Y1 - 2018/4/23

N2 - Unmanned Aerial Vehicle (UAV) based remote sensing can be used to make three-dimensions (3D) mapping with great flexibility, besides the ability to provide high resolution images. In this paper we propose a quick-change detection method on UAV images by combining altitude from Digital Surface Model (DSM) and texture analysis from images. Cases of UAV images with and without georeferencing are both considered. Research results show that the accuracy of change detection can be enhanced with georeferencing procedure, and the accuracy and precision of change detection on UAV images which are collected both vertically and obliquely but without georeferencing also have a good performance.

AB - Unmanned Aerial Vehicle (UAV) based remote sensing can be used to make three-dimensions (3D) mapping with great flexibility, besides the ability to provide high resolution images. In this paper we propose a quick-change detection method on UAV images by combining altitude from Digital Surface Model (DSM) and texture analysis from images. Cases of UAV images with and without georeferencing are both considered. Research results show that the accuracy of change detection can be enhanced with georeferencing procedure, and the accuracy and precision of change detection on UAV images which are collected both vertically and obliquely but without georeferencing also have a good performance.

KW - DSM

KW - UAV image

KW - change detection

KW - georeferenced data

KW - urban environment monitoring

UR - https://www.scopus.com/pages/publications/85046751522

U2 - 10.5194/isprs-annals-IV-3-37-2018

DO - 10.5194/isprs-annals-IV-3-37-2018

M3 - 会议文章

AN - SCOPUS:85046751522

SN - 2194-9042

VL - 4

SP - 37

EP - 43

JO - ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences

JF - ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences

IS - 3

T2 - 2018 ISPRS TC III Mid-Term Symposium on Developments, Technologies and Applications in Remote Sensing

Y2 - 7 May 2018 through 10 May 2018

ER -

UAV-BASED 3D URBAN ENVIRONMENT MONITORING

摘要

访问文件

其它文件与链接

学术指纹

引用此