Efficient Qp cascading in H.265/HEVC Low-Delay prediction

The Rate-Distortion (RD) performance of High Efficiency Video Coding (H.265/HEVC) has been greatly benefited from its hierarchical prediction structures, which adopt different Quantization parameters (Qps) in Group-of-Pictures (GOPs) and hierarchical layers. However, these Qps are conventionally fixed and unable to adapt to dynamic video contents. In this paper, we propose a Qp Cascading (QPC) scheme that adaptively allocates Qps to all GOPs and hierarchical layers in Low Delay (LD) and Low-Delay P (LP) predictions. Firstly, we separate the video frames by a structure of virtual-GOP (vGOP) and explore the inter- and intra-vGOP RD dependencies. Then, these dependencies are utilized to formulate a two-stage Qp cascading scheme: inter-vGOP quantization assignment and intra-vGOP QPC. Comprehensive experiments show that the proposed scheme greatly improves the coding performances of all Common Test Condition (CTC) classes, which outperforms typical fixed and adaptive QPC schemes that have been developed recently.

[1]  Zhou Wang,et al.  Flexible Mode Selection and Complexity Allocation in High Efficiency Video Coding , 2013, IEEE Journal of Selected Topics in Signal Processing.

[2]  Heiko Schwarz,et al.  Overview of the Scalable Video Coding Extension of the H.264/AVC Standard , 2007, IEEE Transactions on Circuits and Systems for Video Technology.

[3]  Shuai Li,et al.  Hierarchical temporal dependent rate-distortion optimization for low-delay coding , 2016, 2016 IEEE International Symposium on Circuits and Systems (ISCAS).

[4]  Anthony Vetro,et al.  MPEG-4 rate control for multiple video objects , 1999, IEEE Trans. Circuits Syst. Video Technol..

[5]  Sam Kwong,et al.  Rate-Distortion Optimization of Rate Control for H.264 With Adaptive Initial Quantization Parameter Determination , 2008, IEEE Transactions on Circuits and Systems for Video Technology.

[6]  G. Bjontegaard,et al.  Calculation of Average PSNR Differences between RD-curves , 2001 .

[7]  Yuan Yang,et al.  Adaptive quantization parameter cascading for random-access prediction in H.265/HEVC based on dependent R-D models , 2016, 2016 IEEE International Conference on Image Processing (ICIP).

[8]  André Kaup,et al.  Adaptive quantization parameter cascading for hierarchical video coding , 2010, Proceedings of 2010 IEEE International Symposium on Circuits and Systems.

[9]  Zhou Wang,et al.  Adaptive Quantization Parameter Cascading in HEVC Hierarchical Coding , 2016, IEEE Transactions on Image Processing.

[10]  Fan Zhang,et al.  An adaptive QP offset determination method for HEVC , 2016, 2016 IEEE International Conference on Image Processing (ICIP).