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Optimal Quantized Lifting Coefficients for the 9/7 Wavelet

机译:用于9/7小波的最佳量化提升系数

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摘要

The lifting structure has been shown to be computationally efficient for implementing filter banks. The hardware implementation of a filter bank requires that the lifting coefficients be quantized. The quantization method determines compression performance, hardware size, hardware speed and energy. We investigate the implementation of two lifting coefficient sets, rational and irrational, for the biorthogonal 9/7 wavelet. Six different approaches are used to find optimal quantized lifting coefficients from these sets. We find that the best hardware and PSNR performance is obtained using the rational coefficient set quantized with gain compensation and lumped scaling.
机译:已经示出了提升结构用于实现滤波器组的计算效率。滤波器组的硬件实现要求量化提升系数。量化方法确定压缩性能,硬件尺寸,硬件速度和能量。我们研究了双正交9/7小波的两个提升系数集,理性和非理性的实施。六种不同的方法用于从这些集合找到最佳量化提升系数。我们发现,使用具有增益补偿和集总缩放的Rational系数集来获得最佳硬件和PSNR性能。

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