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Downsampling-based multiple description image coding using optimal filtering

机译:使用最佳滤波的基于下采样的多描述图像编码

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摘要

In this paper, a multiple description image coding scheme is proposed to facilitate the transmission of images over media with possible packet loss. The proposed method is based on finding the optimal reconstruction filter coefficients that will be used to reconstruct lost descriptions. For this purpose initially, the original image is downsampled and each subimage is coded using standard JPEG. These decoded images are then mapped to the original image size using the optimal filters. Multiple descriptions consist of coded down-sampled images and the corresponding optimal reconstruction filter coefficients. It is shown that the proposed method provided better results compared to standard interpolation filters (i.e., bicubic and bilinear).
机译:在本文中,提出了一种多描述图像编码方案,以促进图像在媒体上的传输,并可能造成丢包。所提出的方法基于找到最佳重构滤波器系数,该系数将用于重构丢失的描述。为此,首先对原始图像进行降采样,然后使用标准JPEG对每个子图像进行编码。然后,使用最佳滤镜将这些解码图像映射到原始图像大小。多个描述包括编码的下采样图像和相应的最佳重构滤波器系数。结果表明,与标准插值滤波器(即双三次和双线性)相比,该方法可提供更好的结果。

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