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

^*Corresponding author for this work

Beihang University
State Grid Corporation of China

Research output: Contribution to journal › Conference article › peer-review

10 Scopus citations

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.

Original language	English
Pages (from-to)	37-43
Number of pages	7
Journal	ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Volume	4
Issue number	3
DOIs	https://doi.org/10.5194/isprs-annals-IV-3-37-2018
State	Published - 23 Apr 2018
Event	2018 ISPRS TC III Mid-Term Symposium on Developments, Technologies and Applications in Remote Sensing - Beijing, China Duration: 7 May 2018 → 10 May 2018

Keywords

DSM
UAV image
change detection
georeferenced data
urban environment monitoring

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

Cite this

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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.",

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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

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

M3 - 会议文章

AN - SCOPUS:85046751522

SN - 2194-9042

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Y2 - 7 May 2018 through 10 May 2018

ER -

UAV-BASED 3D URBAN ENVIRONMENT MONITORING

Abstract

Keywords

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