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Exact DCT-based spatial domain interpolation of blocks in images

机译:基于DCT的图像块的精确空间域插值

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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被用于变换那些块。在某些情况下,块会丢失或丢失,并且在处理过程中的某个时刻,必须从图像中的附近恢复它们。示出了可以使用DCT在空间域中执行图像块的精确内插。得出存在解的条件,并且相应的算法每个恢复的像素需要8乘。精确的插值方法在显示的仿真中性能优于其他方法,而计算成本却大大降低。

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