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DOI: 10.14569/IJACSA.2020.0110737
PDF

Fast Side Information Generation for High-Resolution Videos in Distributed Video Coding Applications

Author 1: Shahzad Khursheed
Author 2: Nasreen Badruddin
Author 3: Varun Jeoti
Author 4: Manzoor Ahmed Hashmani

International Journal of Advanced Computer Science and Applications(IJACSA), Volume 11 Issue 7, 2020.

  • Abstract and Keywords
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Abstract: Distributed video coding (DVC) is an attractive and promising scheme that suits the constrained video applications, such as wireless sensor networks or wireless surveillance systems. In DVC, estimation of fast and consistent side information (Տį) is a critical issue for instant and real-time decoding. This issue becomes even more serious for high-resolution videos. Therefore, to minimise the side information estimation computational complexity, in this work, a computationally low complex DVC codec is proposed, which uses a simple phase interpolation (Phase-I) algorithm. It performs faster for all resolutions videos, and significant results are achieved for high-resolution videos with a large group of pictures (GOP). For the proposed technique, the computation time rapidly decreases with an increase in resolution. It performs 221% to 280% faster from conventional frame interpolation method for high-resolution videos and large GOP at the cost of little degradation in the visual quality of estimated side information.

Keywords: Fast side information algorithm; phase-based interpolation (Phase-I); DVC; DVC decoder for high-resolution videos; real-time DVC decoding; real-time side information

Shahzad Khursheed, Nasreen Badruddin, Varun Jeoti and Manzoor Ahmed Hashmani, “Fast Side Information Generation for High-Resolution Videos in Distributed Video Coding Applications” International Journal of Advanced Computer Science and Applications(IJACSA), 11(7), 2020. http://dx.doi.org/10.14569/IJACSA.2020.0110737

@article{Khursheed2020,
title = {Fast Side Information Generation for High-Resolution Videos in Distributed Video Coding Applications},
journal = {International Journal of Advanced Computer Science and Applications},
doi = {10.14569/IJACSA.2020.0110737},
url = {http://dx.doi.org/10.14569/IJACSA.2020.0110737},
year = {2020},
publisher = {The Science and Information Organization},
volume = {11},
number = {7},
author = {Shahzad Khursheed and Nasreen Badruddin and Varun Jeoti and Manzoor Ahmed Hashmani}
}



Copyright Statement: This is an open access article licensed under a Creative Commons Attribution 4.0 International License, which permits unrestricted use, distribution, and reproduction in any medium, even commercially as long as the original work is properly cited.

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