Title :
Joint Rate-Distortion model for H.264/AVC rate control
Author :
Zhou, Yimin ; Sun, Yu ; Ahmad, Ishfaq ; Shixin Sun
Author_Institution :
Coll. of Comput. Sci. & Eng., Univ. of Electron. Sci. & Tech. of China, China
Abstract :
This paper presents a novel rate control algorithm for H.264/AVC video coding. Pertinent to the algorithm, the paper introduces a joint R-D model, a coding bit estimation approach, a picture complexity measurement, and a model update method. Specifically, the proposed picture complexity measurement employs a harmonic mean based approach to predict the coding complexity of a frame. These techniques collectively enhance the overall rate control performance. Experimental results demonstrate that the proposed algorithm outperforms JVT-W042 in providing robust buffer control, reducing frame skipping, and improving coding quality.
Keywords :
estimation theory; video coding; H.264/AVC rate control; H.264/AVC video coding; coding bit estimation approach; coding complexity; coding quality; frame skipping; joint R-D model; joint rate-distortion model; model update method; overall rate control performance; picture complexity measurement; rate control algorithm; robust buffer control; Automatic voltage control; Centralized control; Computer science; Encoding; MPEG 4 Standard; Object oriented modeling; Predictive models; Quadratic programming; Rate distortion theory; Rate-distortion; H.264/AVC; Rate control; harmonic mean;
Conference_Titel :
Image Processing (ICIP), 2009 16th IEEE International Conference on
Conference_Location :
Cairo
Print_ISBN :
978-1-4244-5653-6
Electronic_ISBN :
1522-4880
DOI :
10.1109/ICIP.2009.5413862