A LOW-COST AND PORTABLE SYSTEM FOR 3D RECONSTRUCTION OF TEXTURE-LESS OBJECTS

The optical methods for 3D modelling of objects can be classified into two categories including image-based and range-based methods. Structure from Motion is one of the image-based methods implemented in commercial software. In this paper, a low-cost and portable system for 3D modelling of texture-l...

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Main Authors: A. Hosseininaveh, R. Yazdan, A. Karami, M. Moradi, F. Ghorbani
Format: Article
Language:English
Published: Copernicus Publications 2015-12-01
Series:The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Online Access:http://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XL-1-W5/327/2015/isprsarchives-XL-1-W5-327-2015.pdf
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spelling doaj-cc408831c2c94482a3564bc0ef46cbc72020-11-24T21:56:32ZengCopernicus PublicationsThe International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences1682-17502194-90342015-12-01XL-1-W532733210.5194/isprsarchives-XL-1-W5-327-2015A LOW-COST AND PORTABLE SYSTEM FOR 3D RECONSTRUCTION OF TEXTURE-LESS OBJECTSA. Hosseininaveh0R. Yazdan1A. Karami2M. Moradi3F. Ghorbani4K.N.Toosi University of Technology , Geodesy &Geomatics Faculty, Tehran, IranK.N.Toosi University of Technology , Geodesy &Geomatics Faculty, Tehran, IranK.N.Toosi University of Technology , Geodesy &Geomatics Faculty, Tehran, IranK.N.Toosi University of Technology , Geodesy &Geomatics Faculty, Tehran, IranK.N.Toosi University of Technology , Geodesy &Geomatics Faculty, Tehran, IranThe optical methods for 3D modelling of objects can be classified into two categories including image-based and range-based methods. Structure from Motion is one of the image-based methods implemented in commercial software. In this paper, a low-cost and portable system for 3D modelling of texture-less objects is proposed. This system includes a rotating table designed and developed by using a stepper motor and a very light rotation plate. The system also has eight laser light sources with very dense and strong beams which provide a relatively appropriate pattern on texture-less objects. In this system, regarding to the step of stepper motor, images are semi automatically taken by a camera. The images can be used in structure from motion procedures implemented in Agisoft software.To evaluate the performance of the system, two dark objects were used. The point clouds of these objects were obtained by spraying a light powders on the objects and exploiting a GOM laser scanner. Then these objects were placed on the proposed turntable. Several convergent images were taken from each object while the laser light sources were projecting the pattern on the objects. Afterward, the images were imported in VisualSFM as a fully automatic software package for generating an accurate and complete point cloud. Finally, the obtained point clouds were compared to the point clouds generated by the GOM laser scanner. The results showed the ability of the proposed system to produce a complete 3D model from texture-less objects.http://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XL-1-W5/327/2015/isprsarchives-XL-1-W5-327-2015.pdf
collection DOAJ
language English
format Article
sources DOAJ
author A. Hosseininaveh
R. Yazdan
A. Karami
M. Moradi
F. Ghorbani
spellingShingle A. Hosseininaveh
R. Yazdan
A. Karami
M. Moradi
F. Ghorbani
A LOW-COST AND PORTABLE SYSTEM FOR 3D RECONSTRUCTION OF TEXTURE-LESS OBJECTS
The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
author_facet A. Hosseininaveh
R. Yazdan
A. Karami
M. Moradi
F. Ghorbani
author_sort A. Hosseininaveh
title A LOW-COST AND PORTABLE SYSTEM FOR 3D RECONSTRUCTION OF TEXTURE-LESS OBJECTS
title_short A LOW-COST AND PORTABLE SYSTEM FOR 3D RECONSTRUCTION OF TEXTURE-LESS OBJECTS
title_full A LOW-COST AND PORTABLE SYSTEM FOR 3D RECONSTRUCTION OF TEXTURE-LESS OBJECTS
title_fullStr A LOW-COST AND PORTABLE SYSTEM FOR 3D RECONSTRUCTION OF TEXTURE-LESS OBJECTS
title_full_unstemmed A LOW-COST AND PORTABLE SYSTEM FOR 3D RECONSTRUCTION OF TEXTURE-LESS OBJECTS
title_sort low-cost and portable system for 3d reconstruction of texture-less objects
publisher Copernicus Publications
series The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
issn 1682-1750
2194-9034
publishDate 2015-12-01
description The optical methods for 3D modelling of objects can be classified into two categories including image-based and range-based methods. Structure from Motion is one of the image-based methods implemented in commercial software. In this paper, a low-cost and portable system for 3D modelling of texture-less objects is proposed. This system includes a rotating table designed and developed by using a stepper motor and a very light rotation plate. The system also has eight laser light sources with very dense and strong beams which provide a relatively appropriate pattern on texture-less objects. In this system, regarding to the step of stepper motor, images are semi automatically taken by a camera. The images can be used in structure from motion procedures implemented in Agisoft software.To evaluate the performance of the system, two dark objects were used. The point clouds of these objects were obtained by spraying a light powders on the objects and exploiting a GOM laser scanner. Then these objects were placed on the proposed turntable. Several convergent images were taken from each object while the laser light sources were projecting the pattern on the objects. Afterward, the images were imported in VisualSFM as a fully automatic software package for generating an accurate and complete point cloud. Finally, the obtained point clouds were compared to the point clouds generated by the GOM laser scanner. The results showed the ability of the proposed system to produce a complete 3D model from texture-less objects.
url http://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XL-1-W5/327/2015/isprsarchives-XL-1-W5-327-2015.pdf
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