Multi-RGBD-camera calibration toolbox

Development of affordable RGBD cameras, especially Microsoft Kinect camera, created a new wave of real world applications for RGBD cameras especially in entertainment, healthcare and 3D modelling industries. However, applications which uses single RGBD camera to reconstruct 3D data tends to under...

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Main Author: Aung, Tun Kyaw
Other Authors: Cai Jianfei
Format: Final Year Project
Language:English
Published: 2017
Subjects:
Online Access:http://hdl.handle.net/10356/70488
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-704882023-03-03T20:52:20Z Multi-RGBD-camera calibration toolbox Aung, Tun Kyaw Cai Jianfei School of Computer Science and Engineering DRNTU::Engineering::Computer science and engineering Development of affordable RGBD cameras, especially Microsoft Kinect camera, created a new wave of real world applications for RGBD cameras especially in entertainment, healthcare and 3D modelling industries. However, applications which uses single RGBD camera to reconstruct 3D data tends to underperform due to inconsistency when capturing different perspectives of the model. Moreover, 3D reconstruction using Single RGBD camera means it is impossible to capture different perspectives at the same time or in other words, it is impossible to do live modelling. Thus, multiple RGBD cameras setup becomes popular for applications which requires fast results. With such setup comes with its own set of challenges when combining different perspectives. Reliable geometric calibration is needed to recognize the different positions of the cameras. This project implement a calibration toolbox for calibrating multiple RGBD cameras using Rigid Transformation method. To improves the accuracy, the uses of Local Rigid Transformation is also explored. Additionally, calibration pattern called ChAruco board is used instead of normal Chessboard to improve the efficiency when calibrating. Bachelor of Engineering (Computer Engineering) 2017-04-25T04:40:09Z 2017-04-25T04:40:09Z 2017 Final Year Project (FYP) http://hdl.handle.net/10356/70488 en Nanyang Technological University 41 p. application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic DRNTU::Engineering::Computer science and engineering
spellingShingle DRNTU::Engineering::Computer science and engineering
Aung, Tun Kyaw
Multi-RGBD-camera calibration toolbox
description Development of affordable RGBD cameras, especially Microsoft Kinect camera, created a new wave of real world applications for RGBD cameras especially in entertainment, healthcare and 3D modelling industries. However, applications which uses single RGBD camera to reconstruct 3D data tends to underperform due to inconsistency when capturing different perspectives of the model. Moreover, 3D reconstruction using Single RGBD camera means it is impossible to capture different perspectives at the same time or in other words, it is impossible to do live modelling. Thus, multiple RGBD cameras setup becomes popular for applications which requires fast results. With such setup comes with its own set of challenges when combining different perspectives. Reliable geometric calibration is needed to recognize the different positions of the cameras. This project implement a calibration toolbox for calibrating multiple RGBD cameras using Rigid Transformation method. To improves the accuracy, the uses of Local Rigid Transformation is also explored. Additionally, calibration pattern called ChAruco board is used instead of normal Chessboard to improve the efficiency when calibrating.
author2 Cai Jianfei
author_facet Cai Jianfei
Aung, Tun Kyaw
format Final Year Project
author Aung, Tun Kyaw
author_sort Aung, Tun Kyaw
title Multi-RGBD-camera calibration toolbox
title_short Multi-RGBD-camera calibration toolbox
title_full Multi-RGBD-camera calibration toolbox
title_fullStr Multi-RGBD-camera calibration toolbox
title_full_unstemmed Multi-RGBD-camera calibration toolbox
title_sort multi-rgbd-camera calibration toolbox
publishDate 2017
url http://hdl.handle.net/10356/70488
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