内容自适应的H.264速率控制直播

Yi Lin, Weikai Xie, Lei Jin, R. Shen
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引用次数: 6

摘要

实时屏幕直播包括对PC的屏幕内容进行实时编码和流式传输。现有的H.264速率控制(RC)算法大多是针对自然场景而设计的,在不同的视频信号特性下表现不佳。本文提出了一种内容自适应的H.264 RC方案,该方案基于最近帧的时间和空间帧面积更新模式,动态地将屏幕内容分为“慢动作”阶段和“快速运动”阶段。然后,对于通常由演示者的GUI操作导致的“慢动作”阶段的帧,应用了一种名为帧率自适应cqp (FRA-CQP)的新RC算法,该算法将优先考虑单个帧的质量而不是帧速率。对于“快速运动”阶段的帧,通常是由于在演示过程中播放电影而产生的,使用经典的CRF+VBV RC算法。评价结果表明,在满足RC目标的情况下,该自适应RC方案在满足RC目标的前提下,能定期获得比现有算法更高的主观质量评价分数(在1-5分制下为0.7 ~ 1.6分)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Content-adpative H.264 rate control for live screencasting
Live screencasting involves encoding and streaming the screen content of a PC in real-time. Most existing H.264 rate control (RC) algorithms are designed for natural scenes and do not perform well with the quite different signal characteristics of screencasting. This paper proposes a content-adaptive H.264 RC scheme which classifies screen content as “slow-motion” phase or “fast-motion” phase on the fly, based on the temporal and spatial frame-area update pattern of recent frames. Then, for frames in “slow-motion” phase, which usually result from a presenter's GUI operations, a new RC algorithm named Frame Rate Adaptive-CQP (FRA-CQP) is applied, which puts priority on the quality of individual frame rather than the frame rate. For frames in “fast-motion” phase, which usually result from playing a movie during the presentation, the classical CRF+VBV RC algorithm is applied. Evaluation results show this adaptive RC scheme can regularly achieves higher subjective quality assessment score (0.7 to 1.6 points on a 1-5 scale) than existing algorithms while meeting the RC objective.
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