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2015 | OriginalPaper | Chapter

69. Bit Allocation for Spatial Scalable Video Coding with Rate–Distortion Analysis

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Abstract

The spatial layer bit allocation problem of H.264/scalable video coding (SVC) is solved in this paper. The challenge of this problem lies in the fact that the low frequency information in spatial scalable video, which consists mainly of the mean absolute difference (MAD) of the residual texture in the base layer, is not always the suitable reference for inter-layer prediction. To overcome this issue, we first analyze the MAD prediction in the enhancement layer from both temporal and spatial aspects, then derive the Rate–Distortion (R–D) models of the spatial layer analytically, and finally develop a model-based bit allocation algorithm. Experimental results show that the proposed bit allocation algorithm can achieve a coding performance close to the optimal R–D performance based on the full search method, and outperforms two prior H.264/SVC bit allocation algorithms served as benchmarks.

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Literature
1.
go back to reference Schwarz H, Marpe D, Wiegand T (2007) Overview of the scalable video coding extension of the H.264/AVC standard. IEEE Trans Circuits Syst Video Technol 17(9):1103–1120CrossRef Schwarz H, Marpe D, Wiegand T (2007) Overview of the scalable video coding extension of the H.264/AVC standard. IEEE Trans Circuits Syst Video Technol 17(9):1103–1120CrossRef
2.
go back to reference Li ZG, Rahardja S, Sun H (2006) Implicit bit allocation for combined coarse granular scalability and spatial scalability. IEEE Trans Circuits Syst Video Technol 16(12):1449–1459CrossRef Li ZG, Rahardja S, Sun H (2006) Implicit bit allocation for combined coarse granular scalability and spatial scalability. IEEE Trans Circuits Syst Video Technol 16(12):1449–1459CrossRef
3.
go back to reference Lu X, Martin GR (2013) Rate control for Scalable Video Coding with rate-distortion analysis of prediction modes. In: IEEE international workshop on Multimedia Signal Processing (MMSP), Pula, pp 289–294 Lu X, Martin GR (2013) Rate control for Scalable Video Coding with rate-distortion analysis of prediction modes. In: IEEE international workshop on Multimedia Signal Processing (MMSP), Pula, pp 289–294
4.
go back to reference Liu Y, Li Z, Soh YC (2008) Rate control of H.264/AVC scalable extension. IEEE Trans Circuits Syst Video Technol 18(1):116–121CrossRef Liu Y, Li Z, Soh YC (2008) Rate control of H.264/AVC scalable extension. IEEE Trans Circuits Syst Video Technol 18(1):116–121CrossRef
5.
go back to reference Liu J, Cho Y, Guo Z, Kuo C (2010) Bit allocation for spatial scalability coding of H.264/SVC with dependent rate–distortion analysis. IEEE Trans Circuits Syst Video Technol 20(7):967–981CrossRef Liu J, Cho Y, Guo Z, Kuo C (2010) Bit allocation for spatial scalability coding of H.264/SVC with dependent rate–distortion analysis. IEEE Trans Circuits Syst Video Technol 20(7):967–981CrossRef
6.
go back to reference Cho Y, Kwon D-K, Liu J, Kuo C-CJ (2013) Dependent R/D modeling techniques and joint T-Q layer bit allocation for H.264/SVC. IEEE Trans Circuits Syst Video Technol 23(6):1003–1015CrossRef Cho Y, Kwon D-K, Liu J, Kuo C-CJ (2013) Dependent R/D modeling techniques and joint T-Q layer bit allocation for H.264/SVC. IEEE Trans Circuits Syst Video Technol 23(6):1003–1015CrossRef
7.
go back to reference Kanungo T, Mount DM, Netanyahu NS, Piatko CD, Silverman R, Wu AY (2002) An efficient k-means clustering algorithm: analysis and implementation. IEEE Trans Pattern Anal Mach Intell 24(7):881–892CrossRef Kanungo T, Mount DM, Netanyahu NS, Piatko CD, Silverman R, Wu AY (2002) An efficient k-means clustering algorithm: analysis and implementation. IEEE Trans Pattern Anal Mach Intell 24(7):881–892CrossRef
8.
go back to reference Kwon D, Shen M, Kuo C-CJ (2007) Rate control for H.264 video with enhanced rate and distortion models. IEEE Trans Circuits Syst Video Technol 17(5):517–529CrossRef Kwon D, Shen M, Kuo C-CJ (2007) Rate control for H.264 video with enhanced rate and distortion models. IEEE Trans Circuits Syst Video Technol 17(5):517–529CrossRef
9.
go back to reference Richardson IEG (2003) H.264 and MPEG-4 video compression video coding: video coding for next-generation multimedia. Wiley, ChichesterCrossRef Richardson IEG (2003) H.264 and MPEG-4 video compression video coding: video coding for next-generation multimedia. Wiley, ChichesterCrossRef
Metadata
Title
Bit Allocation for Spatial Scalable Video Coding with Rate–Distortion Analysis
Authors
Bo Wang
Songlin Sun
Xiaojun Jing
Hai Huang
Copyright Year
2015
DOI
https://doi.org/10.1007/978-3-319-08991-1_69