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Rounding transform based approach for lossless subband coding

机译:基于舍入变换的无损子带编码方法

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In this paper, a new approach is proposed, the rounding transform (RT) based lossless subband coding. For the such purpose, an extended version of RT, namely overlapping RT (ORT), is defined in the Z-transform domain and used to develop the lossless subband coding system. The main idea is that the polyphase matrix of the analysis filter bank is decomposed into several ORT matrices of size 2 by 2. Compared to the previous scheme (the lifting), the proposed scheme gives not only simpler mathematical representation, but also allows various possibilities when a given filter bank is implemented. As examples, five filter banks are applied to lossless image compression by the proposed ORT and their performances are compared in terms of the total lossless first order entropy.
机译:本文提出了一种新的方法,即基于舍入变换(RT)的无损子带编码。为此,在Z变换域中定义了RT的扩展版本,即重叠RT(ORT),并用于开发无损子带编码系统。主要思想是将分析滤波器组的多相矩阵分解为大小为2的2个ORT矩阵。与先前的方案(提升)相比,所提出的方案不仅给出了更简单的数学表示,而且还提供了多种可能性当实现给定的滤波器组时。例如,通过提出的ORT将五个滤波器组应用于无损图像压缩,并根据总无损一阶熵对它们的性能进行了比较。

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