Distortion-Complexity Optimization of the H.264/MPEG-4 AVC Encoder using the GBFOS Algorithm

R. Vanam, E. Riskin, S. Hemami, R. Ladner
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引用次数: 29

Abstract

The H.264/ACV standard provides significant improvements in performance over earlier video coding standards at the cost of increased complexity. Our challenge is to determine H.264 parameter settings that have low complexity but still offer high video quality. In this paper, we propose two fast algorithms for finding the H.264 parameter settings that take about 1% and 8%, respectively, of the number of tests required by an exhaustive search. Both the fast algorithms result in a maximum decrease in peak-signal-to-noise ratio of less than 0.71 dB for different data sets and bitrates
基于GBFOS算法的H.264/MPEG-4 AVC编码器失真复杂度优化
与早期的视频编码标准相比,H.264/ACV标准提供了显著的性能改进,但代价是增加了复杂性。我们面临的挑战是确定H.264参数设置的复杂性低,但仍然提供高视频质量。在本文中,我们提出了两种快速算法来查找H.264参数设置,它们分别占穷举搜索所需测试次数的1%和8%。对于不同的数据集和比特率,这两种快速算法的峰值信噪比的最大降幅均小于0.71 dB
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