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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| Format: | Article |
| Language: | English English |
| Published: |
Universitas Ahmad Dahlan in collaboration with IAES Indonesia Section.
2019
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| Online Access: | 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 |
| _version_ | 1848787677888905216 |
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| author | Bhuiyan, Sharif Shah Newaj Khalifa, Othman Omran |
| author_facet | Bhuiyan, Sharif Shah Newaj Khalifa, Othman Omran |
| author_sort | Bhuiyan, Sharif Shah Newaj |
| building | IIUM Repository |
| collection | Online Access |
| 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. |
| first_indexed | 2025-11-14T17:28:44Z |
| format | Article |
| id | iium-72777 |
| institution | International Islamic University Malaysia |
| institution_category | Local University |
| language | English English |
| last_indexed | 2025-11-14T17:28:44Z |
| publishDate | 2019 |
| publisher | Universitas Ahmad Dahlan in collaboration with IAES Indonesia Section. |
| recordtype | eprints |
| repository_type | Digital Repository |
| 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 |
| spellingShingle | T Technology (General) Bhuiyan, Sharif Shah Newaj Khalifa, Othman Omran Efficient 3D stereo vision stabilization for multi-camera viewpoints |
| title | 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_short | Efficient 3D stereo vision stabilization for multi-camera viewpoints |
| title_sort | efficient 3d stereo vision stabilization for multi-camera viewpoints |
| topic | T Technology (General) |
| 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 |