Title :
Improved context modeling for coding quantized transform coefficients in video compression
Author :
Nguyen, Tung ; Schwarz, Heiko ; Kirchhoffer, Heiner ; Marpe, Detlev ; Wiegand, Thomas
Author_Institution :
Image Process. Dept., Fraunhofer Inst. for Telecommun., Berlin, Germany
Abstract :
Recent investigations have shown that the support of extended block sizes for motion-compensated prediction and transform coding can significantly increase the coding efficiency for high-resolution video relative to H.264/AVC. In this paper, we present a new context-modeling scheme for the coding of transform coefficient levels that is particularly suitable for transform blocks greater than 8 × 8. While the basic concept for transform coefficient coding is similar to CABAC, the probability model selection has been optimized for larger block transforms. The proposed context modeling is compared to a straightforward extension of the CABAC context modeling; both schemes have been implemented in a hybrid video codec design that supports block sizes of up to 128 × 128 samples. In our simulations, we obtained overall bit rate reductions of up to 4%, with an average of 1.7% with the proposed context modeling scheme.
Keywords :
probability; transform coding; transforms; video coding; CABAC context modeling; H.264/AVC; block transforms; coding efficiency; context-modeling scheme; high-resolution video; hybrid video codec design; improved context modeling; motion compensated prediction; probability model selection; quantized transform coefficients; transform blocks; transform coding; transform coefficient coding; transform coefficient levels; video compression; context modeling; transform coding;
Conference_Titel :
Picture Coding Symposium (PCS), 2010
Conference_Location :
Nagoya
Print_ISBN :
978-1-4244-7134-8
DOI :
10.1109/PCS.2010.5702513