基于优化MAD预测的SVC改进速率控制算法

Xin Lu, G. Martin
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引用次数: 4

摘要

针对H.264/AVC的可扩展视频编码(SVC)扩展,提出了一种改进的速率控制算法。应用于SVC基础层(BL)的速率控制方案采用了继承H.264/AVC的线性平均绝对差(MAD)预测和二次率失真(RD)模型。MAD预测误差总是存在并且无法避免。然而,基础层的一些编码结果可以用来通知增强层的编码,从而受益于SVC自下而上的编码结构。这一特性构成了拟议的费率控制办法的基础。仿真结果表明,该方法实现了精确的速率控制,与SVC的默认速率控制算法即JVT-G012速率控制方案相比,平均PSNR提高0.27dB,平均比特率降低4.81%。
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An improved rate control algorithm for SVC with optimised MAD prediction
An improved rate control algorithm for the Scalable Video Coding (SVC) extension of H.264/AVC is described. The rate control scheme applied to the Base Layer (BL) of SVC adopts the linear Mean Absolute Difference (MAD) prediction and quadratic Rate Distortion (RD) models inherited from H.264/AVC. A MAD prediction error always exists and cannot be avoided. However, some encoding results of the base layer can be used to inform the coding of the enhancement layers (ELs), thus benefitting from the bottom-up coding structure of SVC. This property forms the basis for the proposed rate control approach. Simulation results show that accurate rate control is achieved and, compared to the default rate control algorithm of SVC, namely the JVT-G012 rate control scheme, the average PSNR is increased by 0.27dB or the average bit rate is reduced by 4.81%.
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