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Exact DCT-based spatial domain interpolation of blocks in images

机译:基于精确的图像空间域插值图像中的块

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In many processing and coding techniques, images are decomposed into blocks of pixels and the DCT is used to transform those blocks. In some situations, blocks are dropped or lost, and, at some point in the processing, they must be restored from their neighborhood in the images. It is shown that an exact interpolation of image blocks can be performed in the spatial domain, using the DCT. The conditions for a solution to exist are derived and the corresponding algorithm requires 8 multiplies per restored pixel. The exact interpolation approach outperforms the alternative methods in the simulations presented, at a significantly smaller computation cost.
机译:在许多处理和编码技术中,图像被分解成像素块,并且DCT用于转换这些块。在某些情况下,块被丢弃或丢失,并且在处理中的某些时间点,必须从其邻域中恢复它们。结果表明,可以使用DCT在空间域中执行图像块的精确插值。导出解决方案的条件,并且相应的算法每个恢复的像素需要8个乘法。精确的插值方法优于呈现的模拟中的替代方法,以明显较小的计算成本。

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