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Very low bit-rate vector-quantized video codecs

机译:比特率极低的矢量量化视频编解码器

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Abstract: In this paper, an image sequence coding scheme for very low bit-rate video coding is presented. We examine the performance of various codebooks to remove the spatial redundancy within the difference frame. When the codec is configured to operate at 10.1 kbit/s, average PSNR values in excess of 32.86dB and 25.6dB are achieved for the 'Miss America' and 'Carphone' sequences respectively. We also present a new methodology for adaptive vector quantization (AVQ), where the codebook is updated with new vectors. The new vectors replace less significant ones in the codebook based on a novel scoring criterion that utilizes a forgetting factor and codebook half- life. The proposed method gives rise to an additional performance enhancement of around 1 dB over conventional techniques of AVQ. Furthermore, the methods do not suffer from blocking effects due to the inherent properties of both the temporal and spatial coding. !10
机译:摘要:本文提出了一种用于极低比特率视频编码的图像序列编码方案。我们检查了各种码本的性能,以消除差异帧内的空间冗余。当编解码器配置为以10.1 kbit / s的速度运行时,“美国小姐”和“汽车电话”序列的平均PSNR值分别超过32.86dB和25.6dB。我们还提出了一种自适应矢量量化(AVQ)的新方法,其中用新矢量更新了密码本。基于使用遗忘因子和代码簿半衰期的新评分标准,新向量替换了代码簿中不太重要的向量。与AVQ的常规技术相比,所提出的方法可带来大约1 dB的额外性能增强。此外,由于时间和空间编码两者的固有特性,该方法不会遭受阻塞效应。 !10

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