Assessing the Influence of Temperature Changes on the Geometric Stability of Smartphone- and Raspberry Pi Cameras

Knowledge about the interior and exterior camera orientation parameters is required to establish the relationship between 2D image content and 3D object data. Camera calibration is used to determine the interior orientation parameters, which are valid as long as the camera remains stable. However, i...

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Main Authors: Melanie Elias, Anette Eltner, Frank Liebold, Hans-Gerd Maas
Format: Article
Language:English
Published: MDPI AG 2020-01-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/20/3/643
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spelling doaj-4c116961938648759cb4c774c8c8c9022020-11-25T01:12:57ZengMDPI AGSensors1424-82202020-01-0120364310.3390/s20030643s20030643Assessing the Influence of Temperature Changes on the Geometric Stability of Smartphone- and Raspberry Pi CamerasMelanie Elias0Anette Eltner1Frank Liebold2Hans-Gerd Maas3Institute of Photogrammetry & Remote Sensing, TU Dresden, 01069 Dresden, GermanyInstitute of Photogrammetry & Remote Sensing, TU Dresden, 01069 Dresden, GermanyInstitute of Photogrammetry & Remote Sensing, TU Dresden, 01069 Dresden, GermanyInstitute of Photogrammetry & Remote Sensing, TU Dresden, 01069 Dresden, GermanyKnowledge about the interior and exterior camera orientation parameters is required to establish the relationship between 2D image content and 3D object data. Camera calibration is used to determine the interior orientation parameters, which are valid as long as the camera remains stable. However, information about the temporal stability of low-cost cameras due to the physical impact of temperature changes, such as those in smartphones, is still missing. This study investigates on the one hand the influence of heat dissipating smartphone components at the geometric integrity of implemented cameras and on the other hand the impact of ambient temperature changes at the geometry of uncoupled low-cost cameras considering a Raspberry Pi camera module that is exposed to controlled thermal radiation changes. If these impacts are neglected, transferring image measurements into object space will lead to wrong measurements due to high correlations between temperature and camera’s geometric stability. Monte-Carlo simulation is used to simulate temperature-related variations of the interior orientation parameters to assess the extent of potential errors in the 3D data ranging from a few millimetres up to five centimetres on a target in X- and Y-direction. The target is positioned at a distance of 10 m to the camera and the Z-axis is aligned with camera’s depth direction.https://www.mdpi.com/1424-8220/20/3/643memssmartphone cameraraspberry pi cameracamera calibrationphotogrammetryinterior orientationlow-cost camera
collection DOAJ
language English
format Article
sources DOAJ
author Melanie Elias
Anette Eltner
Frank Liebold
Hans-Gerd Maas
spellingShingle Melanie Elias
Anette Eltner
Frank Liebold
Hans-Gerd Maas
Assessing the Influence of Temperature Changes on the Geometric Stability of Smartphone- and Raspberry Pi Cameras
Sensors
mems
smartphone camera
raspberry pi camera
camera calibration
photogrammetry
interior orientation
low-cost camera
author_facet Melanie Elias
Anette Eltner
Frank Liebold
Hans-Gerd Maas
author_sort Melanie Elias
title Assessing the Influence of Temperature Changes on the Geometric Stability of Smartphone- and Raspberry Pi Cameras
title_short Assessing the Influence of Temperature Changes on the Geometric Stability of Smartphone- and Raspberry Pi Cameras
title_full Assessing the Influence of Temperature Changes on the Geometric Stability of Smartphone- and Raspberry Pi Cameras
title_fullStr Assessing the Influence of Temperature Changes on the Geometric Stability of Smartphone- and Raspberry Pi Cameras
title_full_unstemmed Assessing the Influence of Temperature Changes on the Geometric Stability of Smartphone- and Raspberry Pi Cameras
title_sort assessing the influence of temperature changes on the geometric stability of smartphone- and raspberry pi cameras
publisher MDPI AG
series Sensors
issn 1424-8220
publishDate 2020-01-01
description Knowledge about the interior and exterior camera orientation parameters is required to establish the relationship between 2D image content and 3D object data. Camera calibration is used to determine the interior orientation parameters, which are valid as long as the camera remains stable. However, information about the temporal stability of low-cost cameras due to the physical impact of temperature changes, such as those in smartphones, is still missing. This study investigates on the one hand the influence of heat dissipating smartphone components at the geometric integrity of implemented cameras and on the other hand the impact of ambient temperature changes at the geometry of uncoupled low-cost cameras considering a Raspberry Pi camera module that is exposed to controlled thermal radiation changes. If these impacts are neglected, transferring image measurements into object space will lead to wrong measurements due to high correlations between temperature and camera’s geometric stability. Monte-Carlo simulation is used to simulate temperature-related variations of the interior orientation parameters to assess the extent of potential errors in the 3D data ranging from a few millimetres up to five centimetres on a target in X- and Y-direction. The target is positioned at a distance of 10 m to the camera and the Z-axis is aligned with camera’s depth direction.
topic mems
smartphone camera
raspberry pi camera
camera calibration
photogrammetry
interior orientation
low-cost camera
url https://www.mdpi.com/1424-8220/20/3/643
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