Modeling the uncertainty of indirect calculations from 2D detected edges of projected 3D circular markers’ centers in photogrammetric systems

Optical markers’ centres’ calculation, indirectly inferred from fitted ellipses’ borders, is subject to uncertainties which arise from both noise in data and systematic errors and whose nonlinear propagation has a strong impact on the attainable overall uncertainty of i...

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Main Authors: O. Saez de Egilaz, I. Auzmendi Iriarte, P. González de Alaiza Martínez, I. Leizea
Format: Article
Language:English
Published: Copernicus Publications 2024-12-01
Series:The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Online Access:https://isprs-archives.copernicus.org/articles/XLVIII-2-W7-2024/137/2024/isprs-archives-XLVIII-2-W7-2024-137-2024.pdf
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author O. Saez de Egilaz
I. Auzmendi Iriarte
P. González de Alaiza Martínez
I. Leizea
author_facet O. Saez de Egilaz
I. Auzmendi Iriarte
P. González de Alaiza Martínez
I. Leizea
author_sort O. Saez de Egilaz
collection DOAJ
description Optical markers’ centres’ calculation, indirectly inferred from fitted ellipses’ borders, is subject to uncertainties which arise from both noise in data and systematic errors and whose nonlinear propagation has a strong impact on the attainable overall uncertainty of industrial close-range photogrammetric systems. Based on both exhaustive experimental measurements and a revisit of pinhole projection theory mapping the 2D detected ellipses’ borders onto 3D circular markers’ borders, the detection’s precision, shown to be independent of systematic errors and markers’ size in the range of sizes 40–160 px, is characterized as a function of markers’ gray intensity and orientation, both of which measurable during image processing. The proposed model has two or three experimental coefficients which need to be customized according to the used camera-lens system and edge-detection algorithm.
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2194-9034
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publishDate 2024-12-01
publisher Copernicus Publications
record_format Article
series The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
spelling doaj-art-aefb3821878f4e228cf539e5ed2a9cc52025-08-20T01:58:48ZengCopernicus PublicationsThe International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences1682-17502194-90342024-12-01XLVIII-2-W7-202413714410.5194/isprs-archives-XLVIII-2-W7-2024-137-2024Modeling the uncertainty of indirect calculations from 2D detected edges of projected 3D circular markers’ centers in photogrammetric systemsO. Saez de Egilaz0I. Auzmendi Iriarte1P. González de Alaiza Martínez2I. Leizea3IDEKO, Basque Research and Technology Alliance (BRTA), 20870 Elgoibar, SpainIDEKO, Basque Research and Technology Alliance (BRTA), 20870 Elgoibar, SpainIDEKO, Basque Research and Technology Alliance (BRTA), 20870 Elgoibar, SpainIDEKO, Basque Research and Technology Alliance (BRTA), 20870 Elgoibar, SpainOptical markers’ centres’ calculation, indirectly inferred from fitted ellipses’ borders, is subject to uncertainties which arise from both noise in data and systematic errors and whose nonlinear propagation has a strong impact on the attainable overall uncertainty of industrial close-range photogrammetric systems. Based on both exhaustive experimental measurements and a revisit of pinhole projection theory mapping the 2D detected ellipses’ borders onto 3D circular markers’ borders, the detection’s precision, shown to be independent of systematic errors and markers’ size in the range of sizes 40–160 px, is characterized as a function of markers’ gray intensity and orientation, both of which measurable during image processing. The proposed model has two or three experimental coefficients which need to be customized according to the used camera-lens system and edge-detection algorithm.https://isprs-archives.copernicus.org/articles/XLVIII-2-W7-2024/137/2024/isprs-archives-XLVIII-2-W7-2024-137-2024.pdf
spellingShingle O. Saez de Egilaz
I. Auzmendi Iriarte
P. González de Alaiza Martínez
I. Leizea
Modeling the uncertainty of indirect calculations from 2D detected edges of projected 3D circular markers’ centers in photogrammetric systems
The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
title Modeling the uncertainty of indirect calculations from 2D detected edges of projected 3D circular markers’ centers in photogrammetric systems
title_full Modeling the uncertainty of indirect calculations from 2D detected edges of projected 3D circular markers’ centers in photogrammetric systems
title_fullStr Modeling the uncertainty of indirect calculations from 2D detected edges of projected 3D circular markers’ centers in photogrammetric systems
title_full_unstemmed Modeling the uncertainty of indirect calculations from 2D detected edges of projected 3D circular markers’ centers in photogrammetric systems
title_short Modeling the uncertainty of indirect calculations from 2D detected edges of projected 3D circular markers’ centers in photogrammetric systems
title_sort modeling the uncertainty of indirect calculations from 2d detected edges of projected 3d circular markers centers in photogrammetric systems
url https://isprs-archives.copernicus.org/articles/XLVIII-2-W7-2024/137/2024/isprs-archives-XLVIII-2-W7-2024-137-2024.pdf
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