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A low complexity wavelet transform with point-symmetric extension at tile boundaries

机译:在图块边界处具有点对称扩展的低复杂度小波变换

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This paper presents a low-complexity wavelet transform that utilizes the point-symmetric extension at the image tile boundaries. The proposed solution preserves the perfect reconstruction property of the filter banks and deals efficiently with the blocking artifacts when images are lossy compressed. It is shown that the point-symmetric extension at the tile boundaries does not need to be applied explicitly, but instead the equivalent boundary filters can be derived. The lifting-based implementation of the filters provides a very simple way of changing filter parameters at the boundaries that suits both hardware and software platforms A new architecture is proposed to perform wavelet transform of large images. It minimizes the DSPs internal memory requirements as well as the external buffer bandwidth without producing sharp discontinuities between tiles.
机译:本文提出了一种低复杂度的小波变换,该变换利用了图像图块边界处的点对称扩展。所提出的解决方案保留了滤波器组的完美重建特性,并在图像有损压缩时有效地处理了块状伪影。结果表明,在图块边界处的点对称扩展不需要显式应用,而是可以导出等效边界过滤器。滤波器的基于提升的实现方式提供了一种非常简单的方式来更改适合硬件和软件平台的边界处的滤波器参数。提出了一种用于执行大图像的小波变换的新架构。它将DSP的内部存储器要求以及外部缓冲器带宽降至最低,而不会在图块之间产生明显的不连续性。

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