时间信号能量校正和低复杂度编码器反馈的有损可扩展视频编码

Marijn J. H. Loomans, Cornelis J. Koeleman, P. D. With
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摘要

在本文中,我们解决了可扩展视频编解码器(SVCs)嵌入式实现中的两个问题:时间信号能量分布和帧间质量波动。基于整数的小波在低通和高通频带之间的能量分布不均匀,导致次优的率失真选择加上量化误差累积。第二个问题是一组图像(GOP)中帧之间的质量波动。为了解决这两个问题,我们对SVC进行了两种修改。第一个改进的目的是对时间小波分解中的提升方案进行时间能量校正。通过将这种能量校正移动到时间树的叶子,我们可以节省所需的内存大小、带宽和计算,同时减少浮点/定点转换错误。第二种修改将解码后的GOP第一帧(时序低通)反馈到时序编码链中。在没有熵解码的情况下实现第一帧的解码,同时避免在解码器处进行任何必要的修改。实验表明,显著降低了GOP内的质量波动,从而显著提高了主观视觉质量。在此基础上,平均实现了一个小的质量改进。
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Temporal signal energy correction and low-complexity encoder feedback for lossy scalable video coding
In this paper, we address two problems found in embedded implementations of Scalable Video Codecs (SVCs): the temporal signal energy distribution and frame-to-frame quality fluctuations. The unequal energy distribution between the low- and high-pass band with integer-based wavelets leads to sub-optimal rate-distortion choices coupled with quantization-error accumulations. The second problem is the quality fluctuation between frames within a Group Of Pictures (GOP). To solve these two problems, we present two modifications to the SVC. The first modification aims at a temporal energy correction of the lifting scheme in the temporal wavelet decomposition. By moving this energy correction to the leaves of the temporal tree, we can save on required memory size, bandwidth and computations, while reducing floating/fixed-point conversion errors. The second modification feeds back the decoded first frame of the GOP (the temporal low-pass) into the temporal coding chain. The decoding of the first frame is achieved without entropy decoding while avoiding any required modifications at the decoder. Experiments show that quality fluctuations within the GOP are significantly reduced, thereby significantly increasing the subjective visual quality. On top of this, a small quality improvement is achieved on average.
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