Title :
Prediction-based adaptive transform coefficients scanning for inter-frame video coding
Author :
Li, Xiang ; Liu, Lingzhi ; Ling, Nam ; Zheng, Jianhua ; Zhang, Philipp
Author_Institution :
Dept. of Comput. Eng., Santa Clara Univ., Santa Clara, CA, USA
fDate :
May 30 2010-June 2 2010
Abstract :
In H.264/MPEG-4 AVC, the quantized coefficients are typically scanned in a fixed zig-zag pattern. This fixed scanning order may not always be optimal for entropy coding. To achieve better entropy coding gain in inter-frame coding, we propose a predictive scan ordering scheme and show that additional inter-frame coding redundancy can be removed by our proposed method. The scanning orders are dynamically updated based on the probabilistic distribution of quantized coefficients in the previous frames. Extensive experimental results demonstrate that the proposed algorithm improves coding efficiency by an average of 3.62% and up to 5.63% with negligible additional computational cost.
Keywords :
adaptive codes; data compression; statistical distributions; transform coding; video coding; H.264/MPEG-4 AVC; entropy coding; interframe video coding; prediction-based adaptive transform coefficients scanning; probabilistic distribution; Automatic voltage control; Computational efficiency; Data engineering; Discrete cosine transforms; Entropy coding; Frequency; Laplace equations; MPEG 4 Standard; Video coding; Video compression;
Conference_Titel :
Circuits and Systems (ISCAS), Proceedings of 2010 IEEE International Symposium on
Conference_Location :
Paris
Print_ISBN :
978-1-4244-5308-5
Electronic_ISBN :
978-1-4244-5309-2
DOI :
10.1109/ISCAS.2010.5537586