Disparity Map Algorithm Based On Edge Preserving Filter For Stereo Video Processing
This paper proposes a new local-based stereo matching algorithm for stereo video processing. Fundamentally, the Sum of Absolute Differences (SAD) algorithm produces an accurate results on the stereo video processing for the textured regions. However, this algorithm sensitives to low texture and radi...
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| Format: | Article |
| Language: | en |
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Penerbit Universiti, UTeM
2018
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| Online Access: | http://eprints.utem.edu.my/id/eprint/20802/2/3596-9625-1-SM.pdf http://eprints.utem.edu.my/id/eprint/20802/ http://journal.utem.edu.my/index.php/jtec/article/view/3596 http://eprints.utem.edu.my/20802/2/3596-9625-1-SM.pdf |
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| author | Hamzah, Rostam Affendi Abd Gani, Shamsul Fakhar Hamid, Mohd Saad Kadmin, Ahmad Fauzan Salam, Saifullah |
| author_facet | Hamzah, Rostam Affendi Abd Gani, Shamsul Fakhar Hamid, Mohd Saad Kadmin, Ahmad Fauzan Salam, Saifullah |
| author_sort | Hamzah, Rostam Affendi |
| building | UTEM Library |
| collection | Institutional Repository |
| content_provider | Universiti Teknikal Malaysia Melaka |
| content_source | UTEM Institutional Repository |
| continent | Asia |
| country | Malaysia |
| description | This paper proposes a new local-based stereo matching algorithm for stereo video processing. Fundamentally, the Sum of Absolute Differences (SAD) algorithm produces an accurate results on the stereo video processing for the textured regions. However, this algorithm sensitives to low texture and radiometric distortions (i.e., contrast or brightness). To overcome these problems, the proposed algorithm utilizes edgepreserving filter which is known as Bilateral Filter (BF). The BF algorithm reduces noise and sharpen the images. Additionally, BF works fine on the low or plain texture areas. The proposed algorithm produces an accurate results and performs much better compared to some established algorithms on the standard benchmarking results of the Middlebury and KITTI dataset.
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| format | Article |
| id | my.utem.eprints-20802 |
| institution | Universiti Teknikal Malaysia Melaka |
| language | en |
| publishDate | 2018 |
| publisher | Penerbit Universiti, UTeM |
| record_format | eprints |
| spelling | my.utem.eprints-208022021-07-08T20:46:44Z http://eprints.utem.edu.my/id/eprint/20802/ Disparity Map Algorithm Based On Edge Preserving Filter For Stereo Video Processing Hamzah, Rostam Affendi Abd Gani, Shamsul Fakhar Hamid, Mohd Saad Kadmin, Ahmad Fauzan Salam, Saifullah T Technology (General) TK Electrical engineering. Electronics Nuclear engineering This paper proposes a new local-based stereo matching algorithm for stereo video processing. Fundamentally, the Sum of Absolute Differences (SAD) algorithm produces an accurate results on the stereo video processing for the textured regions. However, this algorithm sensitives to low texture and radiometric distortions (i.e., contrast or brightness). To overcome these problems, the proposed algorithm utilizes edgepreserving filter which is known as Bilateral Filter (BF). The BF algorithm reduces noise and sharpen the images. Additionally, BF works fine on the low or plain texture areas. The proposed algorithm produces an accurate results and performs much better compared to some established algorithms on the standard benchmarking results of the Middlebury and KITTI dataset. Penerbit Universiti, UTeM 2018 Article PeerReviewed text en http://eprints.utem.edu.my/id/eprint/20802/2/3596-9625-1-SM.pdf Hamzah, Rostam Affendi and Abd Gani, Shamsul Fakhar and Hamid, Mohd Saad and Kadmin, Ahmad Fauzan and Salam, Saifullah (2018) Disparity Map Algorithm Based On Edge Preserving Filter For Stereo Video Processing. Journal Of Telecommunication, Electronic And Computer Engineering (JTEC) , 10 (1-7). pp. 59-62. ISSN 2180-1843 http://journal.utem.edu.my/index.php/jtec/article/view/3596 http://eprints.utem.edu.my/20802/2/3596-9625-1-SM.pdf |
| spellingShingle | T Technology (General) TK Electrical engineering. Electronics Nuclear engineering Hamzah, Rostam Affendi Abd Gani, Shamsul Fakhar Hamid, Mohd Saad Kadmin, Ahmad Fauzan Salam, Saifullah Disparity Map Algorithm Based On Edge Preserving Filter For Stereo Video Processing |
| title | Disparity Map Algorithm Based On Edge Preserving Filter For Stereo Video Processing |
| title_full | Disparity Map Algorithm Based On Edge Preserving Filter For Stereo Video Processing |
| title_fullStr | Disparity Map Algorithm Based On Edge Preserving Filter For Stereo Video Processing |
| title_full_unstemmed | Disparity Map Algorithm Based On Edge Preserving Filter For Stereo Video Processing |
| title_short | Disparity Map Algorithm Based On Edge Preserving Filter For Stereo Video Processing |
| title_sort | disparity map algorithm based on edge preserving filter for stereo video processing |
| topic | T Technology (General) TK Electrical engineering. Electronics Nuclear engineering |
| url | http://eprints.utem.edu.my/id/eprint/20802/2/3596-9625-1-SM.pdf http://eprints.utem.edu.my/id/eprint/20802/ http://journal.utem.edu.my/index.php/jtec/article/view/3596 http://eprints.utem.edu.my/20802/2/3596-9625-1-SM.pdf |
| url_provider | http://eprints.utem.edu.my/ |