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A frame level fuzzy video rate controller for variable bit rate applications of HEVC

机译:HEVC可变比特率应用的帧级模糊视频速率控制器

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摘要

Variable bit rate encoded video bit streams are suitable for a wide range of high delay applications such as video streaming applications. In these applications, the visual quality of encoded video and the buffering constraint are concerned during encoding at the same time. In this paper, a fuzzy video rate controller for variable bit rate applications of the new high efficiency video coding (HEVC) standard is proposed. The proposed controller considers a given buffer size and a long-term target bit rate as controlling constraints. It provides a variable bit rate video bit stream by controlling the quantization parameter (QP) at frame-level. The bitrate of each frame is controlled by a fuzzy controller to minimize the fluctuations of QP and PSNR that leads to high visual quality. The proposed algorithm is implemented on the HEVC standard reference software (HM) and experimental results show that it can provide an average quality, in terms of PSNR, similar to the HM rate controller and constant QP case while the buffer constraint is completely obeyed. Also in comparison with the HM rate controller, the fluctuation of QP and PSNR are less in the proposed algorithm that means a higher visual quality.
机译:可变比特率编码的视频比特流适用于各种高延迟应用,例如视频流应用。在这些应用中,在编码的同时要考虑编码视频的视觉质量和缓冲约束。本文提出了一种新的高效视频编码(HEVC)标准的可变比特率应用的模糊视频速率控制器。提出的控制器将给定的缓冲区大小和长期目标位速率视为控制约束。它通过在帧级别控制量化参数(QP)提供可变比特率的视频比特流。每个帧的比特率由模糊控制器控制,以最大程度地降低导致高视觉质量的QP和PSNR的波动。该算法在HEVC标准参考软件(HM)上实现,实验结果表明,在完全遵守缓冲区约束的前提下,该算法可以在PSNR方面提供类似于HM速率控制器和恒定QP情况的平均质量。另外,与HM速率控制器相比,该算法的QP和PSNR波动较小,这意味着较高的视觉质量。

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