Commenced in January 2007
Frequency: Monthly
Edition: International
Paper Count: 33122
Transform-Domain Rate-Distortion Optimization Accelerator for H.264/AVC Video Encoding
Authors: Mohammed Golam Sarwer, Lai Man Po, Kai Guo, Q.M. Jonathan Wu
Abstract:
In H.264/AVC video encoding, rate-distortion optimization for mode selection plays a significant role to achieve outstanding performance in compression efficiency and video quality. However, this mode selection process also makes the encoding process extremely complex, especially in the computation of the ratedistortion cost function, which includes the computations of the sum of squared difference (SSD) between the original and reconstructed image blocks and context-based entropy coding of the block. In this paper, a transform-domain rate-distortion optimization accelerator based on fast SSD (FSSD) and VLC-based rate estimation algorithm is proposed. This algorithm could significantly simplify the hardware architecture for the rate-distortion cost computation with only ignorable performance degradation. An efficient hardware structure for implementing the proposed transform-domain rate-distortion optimization accelerator is also proposed. Simulation results demonstrated that the proposed algorithm reduces about 47% of total encoding time with negligible degradation of coding performance. The proposed method can be easily applied to many mobile video application areas such as a digital camera and a DMB (Digital Multimedia Broadcasting) phone.Keywords: Context-adaptive variable length coding (CAVLC), H.264/AVC, rate-distortion optimization (RDO), sum of squareddifference (SSD).
Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1335032
Procedia APA BibTeX Chicago EndNote Harvard JSON MLA RIS XML ISO 690 PDF Downloads 1609References:
[1] ISO/IEC 14496-10, Information Technology-Coding of audio-visual objects-Part:10: Advanced Video Coding. ISO/IEC JTC1/SC29/WG11 (2004)
[2] Weigand T., Sullivan, G. Bjontegaard, and G.,Luthra, A., " Overview of H.264/AVC Video Coding Standard," IEEE Trans. Circuits and Syst. Video Technol., vol. 13, pp 560-576, July 2003.
[3] T.Wiegand, H.Schwarz, A.Joch, F. Kossentini, and G.J. Sullivan," Rateconstrained coder control and comparison of video coding standards," IEEE Trans. Circuits and Syst. Video Technol., vol 13, no. 7, pp.688- 703, July 2003
[4] Zhibo Chen, Peng Zhou, Yun He, "Fast Integer Pel and Fractional Pel Motion Estimation for JVT," Joint Video Team (JVT) Docs, JVT-F017, Dec. 2002.
[5] Yang L., Yu K., Li J., Li S. "An effective variable block size early termination algorithm for H.264 video coding," IEEE Trans. Circuits and Syst. Video Technol., vol. 15, no. 6, pp.784-788, June 2005.
[6] Feng Pan, Xiao Lin, Susanto Rahardja, Keng Pang Lim, Z.G. Li, Dajun Wu, and Si WU, " Fast Mode Decision Algorithm for Intra-prediction in H.264/AVC Video Coding," IEEE Trans. Circuits and Syst. Video Technol., vol. 15, no. 7, pp-813-822, July 2005.
[7] K.P.Lim, S. Wu, D. J. Wu, S. Rahardja, X.Lin, F.Pan, and Z.G.Li," Fast inter mode selection," Joint Video Team(JVT), Doc. JVT-I020, Sep- 2003.
[8] Joint Video Team (JVT) reference software version 9.6, http://iphome.hhi.de/suehring/tml/download/old_jm/
[9] C.H. Tseng, H.M. Wang, and J. F. Yang, "Enhanced Intra 4x4 Mode Decision for H.264/AVC Coders," IEEE Trans. Circuits and Syst. Video Technol., vol. 16, no. 8, pp.1027-1032, August 2006.
[10] Yu-Kuang Tu, Jar-Ferr Yang and Ming-Ting Sun, "Efficient Rate- Distortion Estimation for H.264/AVC Coders", IEEE Trans. Circuits and Syst. Video Technol., vol, 16 , pp. 600 - 611, May 2006.
[11] Mohammed Golam Sarwer, and Lai Man Po, " Fast bit rate estimation for mode decision of H.264/AVC," IEEE Trans. Circuits and Syst. Video Technol., vol, 17 , no. 10, October 2007, pp. 1402 - 1407.
[12] Q. Chen and Y. He, " A fast bit estimation method for rate distortion optimization in H.264/AVC," in Proceeding of Picture Coding Symp., 2004.
[13] Zhenyu Wei and King Ngi Ngan, "A fast rate-distortion optimization algorithm for H.264/AVC," IEEE ICASSP 2007, pp. I-1157-I-1160.
[14] Lai-Man Po and Kai Guo, "Transform-Domain fast sum of the squared difference computation for H.264/AVC Rate-Distortion Optimization", IEEE Trans. Circuits and Syst. Video Technol., vol, 17 , no 66, pp. 765 - 773, June 2007.
[15] ITU-T Rec. H.264/ISO/IEC 11496-10, "Advanced Video Coding", Final Committee Draft, Documents JVT-E022, September 2002.
[16] Iain E. G. Richardson, H.264 and MPEG-4 Video Compression - video coding for next generation multimedia, John Wily & Sons, pp. 198-207, 2003.
[17] G. Bjontegaard, "Calculation of average PSNR differences between RDcurves," presented at the 13th VCEG-M33 Meeting, Austin, TX, April 2001.