Gradient Magnitude Differences And Guided Filter For Stereo Video Matching Algorithm
This paper proposes a new stereo video matching algorithm which uses Gradient Magnitude (GM) differences and Guided Filter (GF).The radiometric and edges distortions are the problems that contribute to the quality of the results for stereo video matching algorithm.Hence,this article proposes an al...
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Universiti Teknikal Malaysia Melaka
2018
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my.utem.eprints.215982021-08-16T14:47:13Z http://eprints.utem.edu.my/id/eprint/21598/ Gradient Magnitude Differences And Guided Filter For Stereo Video Matching Algorithm Hamid, Mohd Saad Hamzah, Rostam Affendi Kadmin, Ahmad Fauzan Abd Gani, Shamsul Fakhar A Aziz, Khairul Azha Salam, Saifullah Tg. Wook, Tg Mohd Faizal T Technology (General) TK Electrical engineering. Electronics Nuclear engineering This paper proposes a new stereo video matching algorithm which uses Gradient Magnitude (GM) differences and Guided Filter (GF).The radiometric and edges distortions are the problems that contribute to the quality of the results for stereo video matching algorithm.Hence,this article proposes an algorithm to reduce these problems.The first stage,the GM is utilized.The GM is strong against the radiometric distortion on an image due to different brightness on an image or between the stereo cameras.The second stage,the GF is used to improve the edges of object matching and it efficiently to remove the noise. Based on the standard benchmarking stereo dataset,the proposed work in this article produces good results and performs much better compared to before the proposed framework.This new algorithm is also competitive with some established methods in the literature. Universiti Teknikal Malaysia Melaka 2018 Article PeerReviewed text en http://eprints.utem.edu.my/id/eprint/21598/2/Paper%20ICTEC%20Published%20to%20Jurnal%20JTEC%20-%204373-11466-1-SM.pdf Hamid, Mohd Saad and Hamzah, Rostam Affendi and Kadmin, Ahmad Fauzan and Abd Gani, Shamsul Fakhar and A Aziz, Khairul Azha and Salam, Saifullah and Tg. Wook, Tg Mohd Faizal (2018) Gradient Magnitude Differences And Guided Filter For Stereo Video Matching Algorithm. JOURNAL OF TELECOMMUNICATION, ELECTRONIC AND COMPUTER ENGINEERING (JTEC), 10. pp. 77-80. ISSN 2180-1843 http://journal.utem.edu.my/index.php/jtec/article/view/4373 http://journal.utem.edu.my/index.php/jtec/article/view/4373/3220 |
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T Technology (General) TK Electrical engineering. Electronics Nuclear engineering Hamid, Mohd Saad Hamzah, Rostam Affendi Kadmin, Ahmad Fauzan Abd Gani, Shamsul Fakhar A Aziz, Khairul Azha Salam, Saifullah Tg. Wook, Tg Mohd Faizal Gradient Magnitude Differences And Guided Filter For Stereo Video Matching Algorithm |
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This paper proposes a new stereo video matching algorithm which uses Gradient Magnitude (GM) differences and Guided Filter (GF).The radiometric and edges distortions are the problems that contribute to the quality of the results
for stereo video matching algorithm.Hence,this article
proposes an algorithm to reduce these problems.The first
stage,the GM is utilized.The GM is strong against the
radiometric distortion on an image due to different brightness on an image or between the stereo cameras.The second stage,the GF is used to improve the edges of object matching and it efficiently to remove the noise. Based on the standard benchmarking stereo dataset,the proposed work in this article produces good results and performs much better compared to before the proposed framework.This new algorithm is also competitive with some established methods in the literature. |
format |
Article |
author |
Hamid, Mohd Saad Hamzah, Rostam Affendi Kadmin, Ahmad Fauzan Abd Gani, Shamsul Fakhar A Aziz, Khairul Azha Salam, Saifullah Tg. Wook, Tg Mohd Faizal |
author_facet |
Hamid, Mohd Saad Hamzah, Rostam Affendi Kadmin, Ahmad Fauzan Abd Gani, Shamsul Fakhar A Aziz, Khairul Azha Salam, Saifullah Tg. Wook, Tg Mohd Faizal |
author_sort |
Hamid, Mohd Saad |
title |
Gradient Magnitude Differences And Guided Filter For Stereo Video Matching Algorithm |
title_short |
Gradient Magnitude Differences And Guided Filter For Stereo Video Matching Algorithm |
title_full |
Gradient Magnitude Differences And Guided Filter For Stereo Video Matching Algorithm |
title_fullStr |
Gradient Magnitude Differences And Guided Filter For Stereo Video Matching Algorithm |
title_full_unstemmed |
Gradient Magnitude Differences And Guided Filter For Stereo Video Matching Algorithm |
title_sort |
gradient magnitude differences and guided filter for stereo video matching algorithm |
publisher |
Universiti Teknikal Malaysia Melaka |
publishDate |
2018 |
url |
http://eprints.utem.edu.my/id/eprint/21598/2/Paper%20ICTEC%20Published%20to%20Jurnal%20JTEC%20-%204373-11466-1-SM.pdf http://eprints.utem.edu.my/id/eprint/21598/ http://journal.utem.edu.my/index.php/jtec/article/view/4373 http://journal.utem.edu.my/index.php/jtec/article/view/4373/3220 |
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1709671880174075904 |