Disparity Map Algorithm Based On Edge Preserving Filter For Stereo Video Processing

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

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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.

Item Type: Article
Uncontrolled Keywords: Bilateral Filter, Computer Vision, Edge Preserving Filter, Video Processing
Subjects: T Technology > T Technology (General)
T Technology > TK Electrical engineering. Electronics Nuclear engineering
Divisions: Faculty of Engineering Technology
Depositing User: Nor Aini Md. Jali
Date Deposited: 15 May 2018 09:23
Last Modified: 08 Jul 2021 20:46
URI: http://eprints.utem.edu.my/id/eprint/20802
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