Title :
Context-based binary arithmetic coding with stochastic bit reshuffling for advanced fine granularity scalability
Author :
Peng, Wen-Hsiao ; Wang, Chung-Neng ; Chiang, Tihao ; Hang, Hsueh-Ming
Author_Institution :
National Chiao-Tung Univ., Hsinchu, Taiwan
Abstract :
We present a context-based binary arithmetic coding with a stochastic bit-reshuffling scheme to improve bit-plane coding of MPEG-4 fine granularity scalability (FGS). Current approach has not fully considered the correlations across bit-planes and among adjacent transform blocks. To fully exploit correlation, we construct context based on spatial correlation and energy distribution of transform blocks. Furthermore, we consider the context across bit-planes to reduce side information. In addition, when the enhancement-layer is partially decoded, the block update in a raster scan causes unbalanced quality of a decoded frame. To have consistent subjective quality, we reshuffle the bit transmission order with a probability model. Since both encoder and decoder have identical probability model, no extra overhead are required. For faster convergence of statistic adaptation, we replace the traditional 8×8 floating point DCT with 4×4 integer transform. As compared to MPEG-4 FGS based bit-plane coding, we can improve the PSNR by 0.5∼1 dB and offer better subjective quality. Specifically, our approach is among top 3 of the test in the subjective quality evaluation of scalable video coding in the 65th MPEG meeting in July 2003.
Keywords :
adaptive codes; arithmetic codes; binary codes; stochastic processes; transform coding; video coding; MPEG-4; PSNR improvements; bit transmission order; bit-plane coding; block update; context-based binary arithmetic coding; decoded frame; energy distribution; fine granularity scalability; floating point DCT; integer transform; probability model; raster scan; scalable video coding; side information reduction; spatial correlation; statistic adaptation; stochastic bit reshuffling; transform blocks; Arithmetic; Convergence; Decoding; Discrete cosine transforms; MPEG 4 Standard; PSNR; Probability; Scalability; Statistics; Stochastic processes;
Conference_Titel :
Circuits and Systems, 2004. ISCAS '04. Proceedings of the 2004 International Symposium on
Print_ISBN :
0-7803-8251-X
DOI :
10.1109/ISCAS.2004.1328906