MEASUREMENT ERROR WITH DIFFERENT COMPUTER VISION TECHNIQUES

MEASUREMENT ERROR WITH DIFFERENT COMPUTER VISION TECHNIQUES

The goal of this work is to offer a comparative of measurement error for different computer vision techniques for 3D reconstruction and allow a metrological discrimination based on our evaluation results. The present work implements four 3D reconstruction techniques: passive stereoscopy, active st...

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Main Authors: O. Icasio-Hernández, Y. I. Curiel-Razo, C. C. Almaraz-Cabral, S. R. Rojas-Ramirez, J. J. González-Barbosa
Format: Article
Language:English
Published: Copernicus Publications 2017-09-01
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/XLII-2-W7/227/2017/isprs-archives-XLII-2-W7-227-2017.pdf
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spelling doaj-9a91bb40f5f5417db8b987ff53a48a9e2020-11-24T21:22:32ZengCopernicus PublicationsThe International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences1682-17502194-90342017-09-01XLII-2-W722723510.5194/isprs-archives-XLII-2-W7-227-2017MEASUREMENT ERROR WITH DIFFERENT COMPUTER VISION TECHNIQUESO. Icasio-Hernández0O. Icasio-Hernández1Y. I. Curiel-Razo2C. C. Almaraz-Cabral3S. R. Rojas-Ramirez4J. J. González-Barbosa5Centro Nacional de Metrologia, km. 4.5 carretera a los Cués, el Marqués, Qro., MéxicoInstituto Politécnico Nacional (CICATA), Cerro Blanco No. 141, Colinas del Cimatario Qro., MéxicoInstituto Politécnico Nacional (CICATA), Cerro Blanco No. 141, Colinas del Cimatario Qro., MéxicoInstituto Politécnico Nacional (CICATA), Cerro Blanco No. 141, Colinas del Cimatario Qro., MéxicoInstituto Politécnico Nacional (CICATA), Cerro Blanco No. 141, Colinas del Cimatario Qro., MéxicoInstituto Politécnico Nacional (CICATA), Cerro Blanco No. 141, Colinas del Cimatario Qro., MéxicoThe goal of this work is to offer a comparative of measurement error for different computer vision techniques for 3D reconstruction and allow a metrological discrimination based on our evaluation results. The present work implements four 3D reconstruction techniques: passive stereoscopy, active stereoscopy, shape from contour and fringe profilometry to find the measurement error and its uncertainty using different gauges. We measured several dimensional and geometric known standards. We compared the results for the techniques, average errors, standard deviations, and uncertainties obtaining a guide to identify the tolerances that each technique can achieve and choose the best.https://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XLII-2-W7/227/2017/isprs-archives-XLII-2-W7-227-2017.pdf
collection DOAJ
language English
format Article
sources DOAJ
author O. Icasio-Hernández
O. Icasio-Hernández
Y. I. Curiel-Razo
C. C. Almaraz-Cabral
S. R. Rojas-Ramirez
J. J. González-Barbosa
spellingShingle O. Icasio-Hernández
O. Icasio-Hernández
Y. I. Curiel-Razo
C. C. Almaraz-Cabral
S. R. Rojas-Ramirez
J. J. González-Barbosa
MEASUREMENT ERROR WITH DIFFERENT COMPUTER VISION TECHNIQUES
The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
author_facet O. Icasio-Hernández
O. Icasio-Hernández
Y. I. Curiel-Razo
C. C. Almaraz-Cabral
S. R. Rojas-Ramirez
J. J. González-Barbosa
author_sort O. Icasio-Hernández
title MEASUREMENT ERROR WITH DIFFERENT COMPUTER VISION TECHNIQUES
title_short MEASUREMENT ERROR WITH DIFFERENT COMPUTER VISION TECHNIQUES
title_full MEASUREMENT ERROR WITH DIFFERENT COMPUTER VISION TECHNIQUES
title_fullStr MEASUREMENT ERROR WITH DIFFERENT COMPUTER VISION TECHNIQUES
title_full_unstemmed MEASUREMENT ERROR WITH DIFFERENT COMPUTER VISION TECHNIQUES
title_sort measurement error with different computer vision techniques
publisher Copernicus Publications
series The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
issn 1682-1750
2194-9034
publishDate 2017-09-01
description The goal of this work is to offer a comparative of measurement error for different computer vision techniques for 3D reconstruction and allow a metrological discrimination based on our evaluation results. The present work implements four 3D reconstruction techniques: passive stereoscopy, active stereoscopy, shape from contour and fringe profilometry to find the measurement error and its uncertainty using different gauges. We measured several dimensional and geometric known standards. We compared the results for the techniques, average errors, standard deviations, and uncertainties obtaining a guide to identify the tolerances that each technique can achieve and choose the best.
url https://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XLII-2-W7/227/2017/isprs-archives-XLII-2-W7-227-2017.pdf
work_keys_str_mv AT oicasiohernandez measurementerrorwithdifferentcomputervisiontechniques
AT oicasiohernandez measurementerrorwithdifferentcomputervisiontechniques
AT yicurielrazo measurementerrorwithdifferentcomputervisiontechniques
AT ccalmarazcabral measurementerrorwithdifferentcomputervisiontechniques
AT srrojasramirez measurementerrorwithdifferentcomputervisiontechniques
AT jjgonzalezbarbosa measurementerrorwithdifferentcomputervisiontechniques
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