Rate control based on linear regression for H.264/MPEG-4 AVC

  • Authors:

  • Sung-Chang Lim;Hyeong-Ryul Na;Yung-Lyul Lee

  • Affiliations:

  • DMS Lab., Department of Internet Engineering, School of Computer Engineering, Sejong University, 98, Kunja-Dong, Kwangjin-Gu, Seoul, Korea;DMS Lab., Department of Internet Engineering, School of Computer Engineering, Sejong University, 98, Kunja-Dong, Kwangjin-Gu, Seoul, Korea;DMS Lab., Department of Internet Engineering, School of Computer Engineering, Sejong University, 98, Kunja-Dong, Kwangjin-Gu, Seoul, Korea

  • Venue:
  • Image Communication
  • Year:
  • 2007

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Abstract

An efficient rate control algorithm is required to transmit coded video sequences without abrupt changes in quality due to the limited channel bandwidth. Thus, in this paper, an efficient rate control method is proposed for the H.264/MPEG (Moving Picture Experts Group)-4 Advanced Video Coding (AVC) baseline profile that meets the above constraint by using a @r-domain source model. Firstly, a simple target bits determination method that considers the ideal buffer level is proposed, and secondly, a method of adequately determining the Quantization Parameter (QP) is presented using two kinds of linear regression. The experimental results show that the proposed rate control algorithm using the above two methods performs better than other rate control algorithms for H.264/MPEG-4 AVC in terms of the rate estimation error and the standard deviation of the Peak Signal-to- Noise Ratio (PSNR), which provides a measure of the constancy of the video quality throughout the whole video sequence.