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A Two-Channel Overlapped Block Transform for Image Compression

机译:用于图像压缩的两通道重叠块变换

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In this correspondence, a new two-channel overlapped block transform is introduced by prefiltering the Haar transform. The prefiltering employs plane rotations with one single rotation angle to achieve high computational efficiency. The resulting transform is equivalent to a periodically time-varying (PTV) filter bank. The proposed transform or PTV filter bank has several advantages for image coding. First, symmetric extension is very easily performed at the boundaries in spite of the fact that the filters are asymmetric. Second, arithmetic complexity can be reduced to simple shifts and adds. Finally, the performance for image compression is shown to be high, both in terms of visual quality and PSNR. As a result, the proposed transform is a competitive alternative to the 5/3 and the 9/7 filters, which are currently popular for subband/wavelet image coders.
机译:在这种对应关系中,通过预滤波Haar变换引入了新的两通道重叠块变换。预过滤采用一个单一旋转角度的平面旋转来实现高计算效率。所得的变换等效于周期性时变(PTV)滤波器组。所提出的变换或PTV滤波器组在图像编码方面具有多个优势。首先,尽管滤波器是不对称的,但是在边界处很容易进行对称扩展。其次,算术复杂度可以降低为简单的移位和增加。最后,就视觉质量和PSNR而言,图像压缩性能都很高。结果,提出的变换是5/3和9/7滤波器的有竞争力的替代方案,后者目前在子带/小波图像编码器中很流行。

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