Title :
Lagrange multiplier selection for rate-distortion optimization in SVC
Author :
Li, Xiang ; Amon, Peter ; Hutter, Andreas ; Kaup, André
Author_Institution :
Dept. of Multimedia Commun. & Signal Process., Univ. of Erlangen-Nuremberg, Erlangen, Germany
Abstract :
The Lagrangian multiplier based rate-distortion optimization (RDO) has been widely employed in single layer video coding. During the development of scalable video coding (SVC) extension of H.264/AVC, it was directly applied in a multilayer scenario. However, such an application is not very efficient since the correlation between layers is not considered in the Lagrange multiplier selection. To improve the overall performance, in this paper a new selection algorithm is presented for RDO in SVC. Simulations show that the proposed method outperforms the recent SVC reference software. With a tiny computational cost, average gains of 0.22 dB and 0.35 dB were achieved in the tests of four-layer quality scalability and three-layer spatial scalability, respectively.
Keywords :
optimisation; rate distortion theory; video coding; H.264/AVC; Lagrange multiplier selection; RDO; SVC; four-layer quality scalability; rate-distortion optimization; scalable video coding; single layer video coding; three-layer spatial scalability; Application software; Automatic voltage control; Computational efficiency; Computational modeling; Lagrangian functions; Nonhomogeneous media; Rate-distortion; Scalability; Static VAr compensators; Video coding; Lagrange Multiplier Selection; Rate-Distortion Optimization; SVC;
Conference_Titel :
Picture Coding Symposium, 2009. PCS 2009
Conference_Location :
Chicago, IL
Print_ISBN :
978-1-4244-4593-6
Electronic_ISBN :
978-1-4244-4594-3
DOI :
10.1109/PCS.2009.5167399