DEVELOPING AN IMAGE BASED LOW-COST MOBILE MAPPING SYSTEM FOR GIS DATA ACQUISITION

The aim of this study is to develop a low-cost mobile mapping system (MMS) with the integration of vehicle-based navigation data and stereo images acquired along vehicle paths. The system consists of a dual frequency GNSS board combined with a low-cost INS unit and two machine vision cameras that co...

Full description

Bibliographic Details
Main Authors: E. Frentzos, E. Tournas, D. Skarlatos
Format: Article
Language:English
Published: Copernicus Publications 2020-08-01
Series:The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Online Access:https://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XLIII-B1-2020/235/2020/isprs-archives-XLIII-B1-2020-235-2020.pdf
id doaj-bb348a34eafe4aa5a0351f618748feb9
record_format Article
spelling doaj-bb348a34eafe4aa5a0351f618748feb92020-11-25T03:12:03ZengCopernicus PublicationsThe International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences1682-17502194-90342020-08-01XLIII-B1-202023524210.5194/isprs-archives-XLIII-B1-2020-235-2020DEVELOPING AN IMAGE BASED LOW-COST MOBILE MAPPING SYSTEM FOR GIS DATA ACQUISITIONE. Frentzos0E. Tournas1D. Skarlatos2Geonoesis Ltd, 7 Dositheou str, Room 102 Block A, 1071, Nicosia, CyprusCyprus University of Technology, Civil Engineering and Geomatics Dept., 2-6 Saripolou str., 3036, Limassol, CyprusCyprus University of Technology, Civil Engineering and Geomatics Dept., 2-6 Saripolou str., 3036, Limassol, CyprusThe aim of this study is to develop a low-cost mobile mapping system (MMS) with the integration of vehicle-based navigation data and stereo images acquired along vehicle paths. The system consists of a dual frequency GNSS board combined with a low-cost INS unit and two machine vision cameras that collect colour image data for road and roadside objects. The navigation data and the image acquisition are properly synchronized to associate position and attitude to each digital frame captured. In this way, upon pixel location of objects appearing on the video frames, their absolute geographical coordinates can be extracted by employing standard photogrammetric methods. Several calibration steps are implemented before survey operation: camera calibration, relative orientation between cameras and determination of rotation angles and offsets between vehicle and cameras reference frames. A software tool has been developed to facilitate and speed up the calibration procedures. Furthermore, easy object coordinate extraction is supported, either in auto mode, where the conjugate image coordinates are obtained in real time using image correlation techniques. Several surveying experiments were executed to certify and check the accuracy and efficiency of the system. From the achieved results, the developed system is efficient for collecting and positioning road spatial objects such as such as road boundaries, traffic lights, road signs, power poles, etc, more rapidly and less expensively. The obtained absolute positional accuracy is less than 1 meter, depending on the availability and quality of the GPS signal.https://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XLIII-B1-2020/235/2020/isprs-archives-XLIII-B1-2020-235-2020.pdf
collection DOAJ
language English
format Article
sources DOAJ
author E. Frentzos
E. Tournas
D. Skarlatos
spellingShingle E. Frentzos
E. Tournas
D. Skarlatos
DEVELOPING AN IMAGE BASED LOW-COST MOBILE MAPPING SYSTEM FOR GIS DATA ACQUISITION
The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
author_facet E. Frentzos
E. Tournas
D. Skarlatos
author_sort E. Frentzos
title DEVELOPING AN IMAGE BASED LOW-COST MOBILE MAPPING SYSTEM FOR GIS DATA ACQUISITION
title_short DEVELOPING AN IMAGE BASED LOW-COST MOBILE MAPPING SYSTEM FOR GIS DATA ACQUISITION
title_full DEVELOPING AN IMAGE BASED LOW-COST MOBILE MAPPING SYSTEM FOR GIS DATA ACQUISITION
title_fullStr DEVELOPING AN IMAGE BASED LOW-COST MOBILE MAPPING SYSTEM FOR GIS DATA ACQUISITION
title_full_unstemmed DEVELOPING AN IMAGE BASED LOW-COST MOBILE MAPPING SYSTEM FOR GIS DATA ACQUISITION
title_sort developing an image based low-cost mobile mapping system for gis data acquisition
publisher Copernicus Publications
series The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
issn 1682-1750
2194-9034
publishDate 2020-08-01
description The aim of this study is to develop a low-cost mobile mapping system (MMS) with the integration of vehicle-based navigation data and stereo images acquired along vehicle paths. The system consists of a dual frequency GNSS board combined with a low-cost INS unit and two machine vision cameras that collect colour image data for road and roadside objects. The navigation data and the image acquisition are properly synchronized to associate position and attitude to each digital frame captured. In this way, upon pixel location of objects appearing on the video frames, their absolute geographical coordinates can be extracted by employing standard photogrammetric methods. Several calibration steps are implemented before survey operation: camera calibration, relative orientation between cameras and determination of rotation angles and offsets between vehicle and cameras reference frames. A software tool has been developed to facilitate and speed up the calibration procedures. Furthermore, easy object coordinate extraction is supported, either in auto mode, where the conjugate image coordinates are obtained in real time using image correlation techniques. Several surveying experiments were executed to certify and check the accuracy and efficiency of the system. From the achieved results, the developed system is efficient for collecting and positioning road spatial objects such as such as road boundaries, traffic lights, road signs, power poles, etc, more rapidly and less expensively. The obtained absolute positional accuracy is less than 1 meter, depending on the availability and quality of the GPS signal.
url https://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XLIII-B1-2020/235/2020/isprs-archives-XLIII-B1-2020-235-2020.pdf
work_keys_str_mv AT efrentzos developinganimagebasedlowcostmobilemappingsystemforgisdataacquisition
AT etournas developinganimagebasedlowcostmobilemappingsystemforgisdataacquisition
AT dskarlatos developinganimagebasedlowcostmobilemappingsystemforgisdataacquisition
_version_ 1724651716540891136