A fast rate adaptation scheme for SVC based on the packet dependencies

The Scalable Video Coding (SVC) standard offers multiple scalabilities while maintaining high coding efficiency. However, the joint coding of multiple scalabilities complicates the rate adaptation as the SVC packets possess different priorities. To address this challenge, we propose in this paper a fast rate adaptation scheme for SVC in absence of the original video sequence. Specifically, we present an efficient algorithm to extract the SVC bitstream by a packet prioritization scheme, which is based on the analysis of packet dependencies (PD) in encoding of full scalability. Experimental results demonstrate that the proposed scheme achieves significant improvement in PSNR over the basic bit extraction scheme in SVC and attains comparable PSNR performance to the Quality Layer based rate adaptation scheme while significantly reducing the computational cost.

[1]  Heiko Schwarz,et al.  Performance Analysis of SVC , 2007, IEEE Transactions on Circuits and Systems for Video Technology.

[2]  Aggelos K. Katsaggelos,et al.  Optimized Bit Extraction Using Distortion Modeling in the Scalable Extension of H.264/AVC , 2009, IEEE Transactions on Image Processing.

[3]  Tse-Wei Wang,et al.  A rate-distortion optimization model for SVC inter-layer encoding and bitstream extraction , 2008, J. Vis. Commun. Image Represent..

[4]  G. Bjontegaard,et al.  Calculation of Average PSNR Differences between RD-curves , 2001 .

[5]  Massimo Mauro,et al.  Optimal rate adaptation in the scalable extension of H.264/AVC with combined scalability , 2011, 2011 19th European Signal Processing Conference.

[6]  Zhenzhong Chen,et al.  On quality of experience of scalable video adaptation , 2013, J. Vis. Commun. Image Represent..

[7]  Zhenzhong Chen,et al.  QoE analysis for scalable video adaptation , 2012, 2012 Visual Communications and Image Processing.

[8]  Heiko Schwarz,et al.  Overview of the Scalable Video Coding Extension of the H.264/AVC Standard , 2007, IEEE Transactions on Circuits and Systems for Video Technology.

[9]  Stéphane Pateux,et al.  Optimized Rate-Distortion Extraction With Quality Layers in the Scalable Extension of H.264/AVC , 2007, IEEE Transactions on Circuits and Systems for Video Technology.

[10]  Zhenzhong Chen,et al.  QoE-aware resource allocation for scalable video transmission over multiuser MIMO-OFDM systems , 2012, 2012 Visual Communications and Image Processing.