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Quantization noise reduction in hybrid video coding by a system of three adaptive filters

机译:通过三个自适应滤波器的系统降低混合视频编码中的量化噪声

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Hybrid video coding algorithms, e.g. H.264/MPEG-4 AVC [1], apply prediction and subsequent prediction error coding introducing quantization noise. The quantized prediction error signal and the prediction signal are added for reconstruction. Deblocking filters reduce quantization noise of the reconstructed signal at block boundaries. To further reduce quantization noise, adaptive Wiener filters are applied to the deblocked signal [2, 3, 4]. In this paper, the adaptive Wiener filter is extended to a system of three adaptive filters in order to improve the quantization noise reduction. A first filter is applied to the deblocked signal, a second filter to the quantized prediction error signal, and a third filter to the prediction signal. The three filtered signals are added for reconstruction. For a set of thirteen test sequences, the system of three adaptive filters achieves an average bit rate reduction at the same quality of 1.9% compared to the adaptive Wiener filter and of 4.9% compared to no Wiener filter. For particular sequences, a bit rate reduction of 6.1% is achieved compared to the adaptive Wiener filter and of 17.1% compared to no Wiener filter.
机译:混合视频编码算法,例如H.264 / MPEG-4 AVC [1],应用预测和随后的预测误差编码,引入量化噪声。将量化的预测误差信号和预测信号相加以进行重构。去块滤波器减少了在块边界处的重构信号的量化噪声。为了进一步减少量化噪声,将自适应维纳滤波器应用于解块后的信号[2、3、4]。在本文中,自适应维纳滤波器被扩展到三个自适应滤波器的系统,以提高量化噪声的降低。将第一滤波器应用于解块后的信号,将第二滤波器应用于量化的预测误差信号,并将第三滤波器应用于预测信号。将三个滤波后的信号相加以进行重构。对于一组十三个测试序列,由三个自适应滤波器组成的系统以相同的质量实现了平均比特率降低,与自适应Wiener滤波器相比降低了1.9%,与没有Wiener滤波器相比降低了4.9%。对于特定序列,与自适应维纳滤波器相比,比特率降低了6.1%,与无维纳滤波器相比,降低了17.1%。

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