Efficient 3D stereo vision stabilization for multi-camera viewpoints

In this paper, an algorithm is developed in 3D Stereo vision to improve image stabilization process for multi-camera viewpoints. Finding accurate unique matching key-points using Harris Laplace corner detection method for different photometric changes and geometric transformation in images. Then...

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Main Authors: Bhuiyan, Sharif Shah Newaj, Khalifa, Othman Omran
Format: Article
Language:English
English
Published: Universitas Ahmad Dahlan in collaboration with IAES Indonesia Section. 2019
Subjects:
Online Access:http://irep.iium.edu.my/72777/
http://irep.iium.edu.my/72777/
http://irep.iium.edu.my/72777/
http://irep.iium.edu.my/72777/1/72777_Efficient%203D%20stereo%20vision%20stabilization.pdf
http://irep.iium.edu.my/72777/7/72777_Efficient%203D%20stereo%20vision%20stabilization%20for%20multi-camera%20viewpoints_Scopus.pdf
id iium-72777
recordtype eprints
spelling iium-727772019-11-24T15:51:13Z http://irep.iium.edu.my/72777/ Efficient 3D stereo vision stabilization for multi-camera viewpoints Bhuiyan, Sharif Shah Newaj Khalifa, Othman Omran T Technology (General) In this paper, an algorithm is developed in 3D Stereo vision to improve image stabilization process for multi-camera viewpoints. Finding accurate unique matching key-points using Harris Laplace corner detection method for different photometric changes and geometric transformation in images. Then improved the connectivity of correct matching pairs by minimizing the global error using spanning tree algorithm. Tree algorithm helps to stabilize randomly positioned camera viewpoints in linear order. The unique matching key-points will be calculated only once with our method. Then calculated planar transformation will be applied for real time video rendering. The proposed algorithm can process more than 200 camera viewpoints within two seconds. Universitas Ahmad Dahlan in collaboration with IAES Indonesia Section. 2019-09 Article PeerReviewed application/pdf en http://irep.iium.edu.my/72777/1/72777_Efficient%203D%20stereo%20vision%20stabilization.pdf application/pdf en http://irep.iium.edu.my/72777/7/72777_Efficient%203D%20stereo%20vision%20stabilization%20for%20multi-camera%20viewpoints_Scopus.pdf Bhuiyan, Sharif Shah Newaj and Khalifa, Othman Omran (2019) Efficient 3D stereo vision stabilization for multi-camera viewpoints. Bulletin of Electrical Engineering and Informatics, 8 (3). pp. 882-889. ISSN 2089-3191 E-ISSN 2302-9285 http://journal.portalgaruda.org/index.php/EEI/article/view/1518 10.11591/eei.v8i3.1518
repository_type Digital Repository
institution_category Local University
institution International Islamic University Malaysia
building IIUM Repository
collection Online Access
language English
English
topic T Technology (General)
spellingShingle T Technology (General)
Bhuiyan, Sharif Shah Newaj
Khalifa, Othman Omran
Efficient 3D stereo vision stabilization for multi-camera viewpoints
description In this paper, an algorithm is developed in 3D Stereo vision to improve image stabilization process for multi-camera viewpoints. Finding accurate unique matching key-points using Harris Laplace corner detection method for different photometric changes and geometric transformation in images. Then improved the connectivity of correct matching pairs by minimizing the global error using spanning tree algorithm. Tree algorithm helps to stabilize randomly positioned camera viewpoints in linear order. The unique matching key-points will be calculated only once with our method. Then calculated planar transformation will be applied for real time video rendering. The proposed algorithm can process more than 200 camera viewpoints within two seconds.
format Article
author Bhuiyan, Sharif Shah Newaj
Khalifa, Othman Omran
author_facet Bhuiyan, Sharif Shah Newaj
Khalifa, Othman Omran
author_sort Bhuiyan, Sharif Shah Newaj
title Efficient 3D stereo vision stabilization for multi-camera viewpoints
title_short Efficient 3D stereo vision stabilization for multi-camera viewpoints
title_full Efficient 3D stereo vision stabilization for multi-camera viewpoints
title_fullStr Efficient 3D stereo vision stabilization for multi-camera viewpoints
title_full_unstemmed Efficient 3D stereo vision stabilization for multi-camera viewpoints
title_sort efficient 3d stereo vision stabilization for multi-camera viewpoints
publisher Universitas Ahmad Dahlan in collaboration with IAES Indonesia Section.
publishDate 2019
url http://irep.iium.edu.my/72777/
http://irep.iium.edu.my/72777/
http://irep.iium.edu.my/72777/
http://irep.iium.edu.my/72777/1/72777_Efficient%203D%20stereo%20vision%20stabilization.pdf
http://irep.iium.edu.my/72777/7/72777_Efficient%203D%20stereo%20vision%20stabilization%20for%20multi-camera%20viewpoints_Scopus.pdf
first_indexed 2023-09-18T21:43:09Z
last_indexed 2023-09-18T21:43:09Z
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