Title :
A multiple description coding method based on 3-D SPIHT for videos
Author :
Yang, Shung-fu ; Huang, Chin-Pan ; Hwang, Bor-Jiunn
Author_Institution :
Dept. of Comput. & Commun. Eng., Ming Chuan Univ., Taoyuan, Taiwan
Abstract :
This study presents a new multiple description coding method based on a three-dimensional set partitioning in hierarchical trees (3-D SPIHT) algorithm in WiMAX for videos. Applying a poly-phase sampling technique to sample an input video over its intra-frame or inter-frame, several independent and highly correlated descriptions are generated. Then, a 3-D SPIHT algorithm is applied to each of the produced descriptions. Finally, the coding results are transmitted via different channels. This proposed approach achieves high compression ratio, enhances transmission speed, and more importantly, attains acceptable video quality when channel congestion occurs. Experimental results are provided to demonstrate promising performance of the proposed method.
Keywords :
WiMax; data compression; image sampling; trees (mathematics); video coding; 3D SPIHT algorithm; WiMax; channel congestion; high-compression ratio; multiple-description coding method; polyphase sampling technique; three-dimensional set partitioning in hierarchical tree algorithm; transmission speed enhancement; video quality; Algorithm design and analysis; Encoding; Image coding; PSNR; Partitioning algorithms; Videos; WiMAX; 3-D SPIHT; MDC; Poly-phase Sampling; Wavelet Transform;
Conference_Titel :
Machine Learning and Cybernetics (ICMLC), 2011 International Conference on
Conference_Location :
Guilin
Print_ISBN :
978-1-4577-0305-8
DOI :
10.1109/ICMLC.2011.6016993