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Arbitrary-ratio image resizing using fast DCT of composite length for DCT-based transcoder

机译:基于DCT的代码转换器使用复合长度的快速DCT调整任意比例的图像

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We propose a fast arbitrary-ratio image resizing method for transcoding of the compressed images. The downsizing process in the discrete cosine transform (DCT) domain can be implemented by truncating high-frequency coefficients, whereas the upsizing process is implemented in the DCT domain by padding zero coefficients to the high-frequency part. The proposed method combines a fast inverse and forward DCT of composite length for arbitrary-ratio upsizing or downsizing. According to the resizing ratio, truncating the high-frequency coefficients and padding zeros are appropriately considered by combining the inverse DCT and forward DCT. The proposed method shows a good peak signal-to-noise ratio and less computational complexity compared with the spatial-domain and previous DCT-domain image resizing methods.
机译:我们提出了一种用于压缩图像的转码的快速任意比例图像尺寸调整方法。离散余弦变换(DCT)域中的缩小过程可以通过截断高频系数来实现,而离散余弦变换(DCT)域中的缩小过程可以通过将零系数填充到高频部分来实现。所提出的方法结合了复合长度的快速逆向和正向DCT,用于任意比例的放大或缩小。根据调整大小比,通过组合反向DCT和正向DCT,可以适当考虑截断高频系数和填充零。与空间域和以前的DCT域图像尺寸调整方法相比,该方法显示出良好的峰值信噪比和较低的计算复杂度。

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