Title :
Optimal rate allocation for progressive fine granularity scalable video coding
Author :
Wang, Qi ; Xiong, Zixiang ; Wu, Feng ; Li, Shipeng
Author_Institution :
Dept. of Comput. Sci., Tsinghua Univ., Beijing, China
Abstract :
We examine the enhancement-layer rate allocation problem in progressive fine granularity scalable (PFGS) video coding. The problem arises from the fact that different frames in the enhancement layer have different rates in PFGS coding. A rate-distortion (R-D) function for a multiframe group is first established for enhancement-layer PFGS coding, followed by experiments to verify its validity using real test sequences. Optimal rate allocation among frames in the group is then given based on the R-D function, together with a simple implementation that is suitable for applications such as streaming video. Experiments show that, compared with uniform bit allocation, optimal bit allocation not only makes the quality variation in decoded video much smoother, but also improves the average PSNR of PFGS coding by 0.3-0.5 dB.
Keywords :
data compression; optimisation; rate distortion theory; video coding; R-D function; average PSNR; enhancement-layer PFGS coding; enhancement-layer rate allocation; multiframe group; optimal bit allocation; optimal rate allocation; progressive fine granularity scalable video coding; rate-distortion function; streaming video; uniform bit allocation; Bit rate; Decoding; Discrete cosine transforms; Encoding; MPEG 4 Standard; PSNR; Rate-distortion; Streaming media; Testing; Video coding;
Journal_Title :
Signal Processing Letters, IEEE