Title :
Efficient rate-quantization model for frame level rate control in spatially scalable video coding
Author :
Xuan Jing ; Jo Yew Tham ; Yu Wang ; Kwong Huang Goh ; Wei Siong Lee
Author_Institution :
Inst. for Infocomm Res., Agency for Sci., Technol. & Res. (A*STAR), Singapore, Singapore
Abstract :
This paper addresses the quantization parameter (QP) selection problem in H.264 spatially scalable video coding (SVC). For frame level rate control in SVC, it is important to have an accurate QP selection scheme such that the target bit rate of each coding layer will be achieved. In this paper, we present an adaptive rate-quantization (R-Q) model to select the appropriate QP for each inter frame in spatial enhancement layers according to the target bit rate. The proposed algorithm introduces an efficient coding complexity estimation method by taking into consideration the inter-layer dependency between different spatial layers. Based on the coding complexity information, the R-Q model parameters can be adaptively updated. Experimental results demonstrate that compared to the traditional method, the proposed method provides better estimation accuracy for bit rate in terms of target bits mismatch error and thus it is very desirable for H.264/SVC rate control applications.
Keywords :
estimation theory; image enhancement; quantisation (signal); video coding; H.264 spatially scalable video coding; H.264/SVC rate control application; QP selection problem; R-Q model parameter; bit rate; coding complexity estimation method; coding layer; estimation accuracy; frame level rate control; interlayer dependency; quantization parameter; rate-quantization model; spatial enhancement layer; Adaptation models; Bit rate; Complexity theory; Computational modeling; Encoding; Static VAr compensators; Video coding; Rate control; rate-quantization model; scalable video coding (SVC);
Conference_Titel :
Networks (ICON), 2012 18th IEEE International Conference on
Conference_Location :
Singapore
Print_ISBN :
978-1-4673-4521-7
DOI :
10.1109/ICON.2012.6506580