Layered video transmission based on genetic programming for lossy channels

Wen Jyi Hwang; Chien Min Ou; Rui Chuan Lin; Wen Wei Hu

doi:10.1016/j.neucom.2003.10.013

Layered video transmission based on genetic programming for lossy channels

Wen Jyi Hwang^*, Chien Min Ou, Rui Chuan Lin, Wen Wei Hu

^*Corresponding author for this work

Department of Computer Science and Information Engineering

Research output: Contribution to journal › Article › peer-review

2 Citations (Scopus)

Abstract

This paper presents a novel robust layered video transmission design algorithm for noisy channels. In the algorithm, the 3D SPIHT coding technique is used to encode the video sequences for the transmission of each layer. A new error protection allocation scheme based on genetic programming is then employed to determine the degree of protection for each layer so that the average distortion of the reconstructed images after transmission can be minimized. Simulation results show that, subject to the same amount of redundancy bits for error protection, the new algorithm outperforms other existing algorithms where equal-protection schemes are adopted.

Original language	English
Pages (from-to)	361-372
Number of pages	12
Journal	Neurocomputing
Volume	57
Issue number	1-4
DOIs	https://doi.org/10.1016/j.neucom.2003.10.013
Publication status	Published - 2004 Mar

Keywords

Genetic algorithm
Video transmission
Wavelet transform

ASJC Scopus subject areas

Computer Science Applications
Cognitive Neuroscience
Artificial Intelligence

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10.1016/j.neucom.2003.10.013

Cite this

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title = "Layered video transmission based on genetic programming for lossy channels",

abstract = "This paper presents a novel robust layered video transmission design algorithm for noisy channels. In the algorithm, the 3D SPIHT coding technique is used to encode the video sequences for the transmission of each layer. A new error protection allocation scheme based on genetic programming is then employed to determine the degree of protection for each layer so that the average distortion of the reconstructed images after transmission can be minimized. Simulation results show that, subject to the same amount of redundancy bits for error protection, the new algorithm outperforms other existing algorithms where equal-protection schemes are adopted.",

keywords = "Genetic algorithm, Video transmission, Wavelet transform",

author = "Hwang, {Wen Jyi} and Ou, {Chien Min} and Lin, {Rui Chuan} and Hu, {Wen Wei}",

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AU - Ou, Chien Min

AU - Lin, Rui Chuan

AU - Hu, Wen Wei

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N2 - This paper presents a novel robust layered video transmission design algorithm for noisy channels. In the algorithm, the 3D SPIHT coding technique is used to encode the video sequences for the transmission of each layer. A new error protection allocation scheme based on genetic programming is then employed to determine the degree of protection for each layer so that the average distortion of the reconstructed images after transmission can be minimized. Simulation results show that, subject to the same amount of redundancy bits for error protection, the new algorithm outperforms other existing algorithms where equal-protection schemes are adopted.

AB - This paper presents a novel robust layered video transmission design algorithm for noisy channels. In the algorithm, the 3D SPIHT coding technique is used to encode the video sequences for the transmission of each layer. A new error protection allocation scheme based on genetic programming is then employed to determine the degree of protection for each layer so that the average distortion of the reconstructed images after transmission can be minimized. Simulation results show that, subject to the same amount of redundancy bits for error protection, the new algorithm outperforms other existing algorithms where equal-protection schemes are adopted.

KW - Genetic algorithm

KW - Video transmission

KW - Wavelet transform

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Layered video transmission based on genetic programming for lossy channels

Abstract

Keywords

ASJC Scopus subject areas

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