基于下采样的最优重构滤波器多重描述编码

Y. Yapici, B. Demir, S.E. ve Oguzhan Urhan
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引用次数: 2

摘要

本文提出了一种多描述图像编码方案,以方便在可能丢包的介质上传输图像。该方法基于最小二乘最小化,找到用于组合多个描述的最优重构滤波器系数。首先对原始图像进行下采样,并对每个子图像进行标准JPEG编码。然后使用最佳滤波器将这些解码后的图像映射到原始图像大小。多重描述由编码下来的采样图像和相应的最优重构滤波系数组成。结果表明,与标准插值滤波器(双三次和双线性)相比,该方法具有更好的滤波效果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Downsampling Based Multiple Description Coding with Optimal Reconstruction Filters
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 combine the multiple descriptions, based on least squares minimization. Firstly, the original image is down sampled and each sub-image 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 gives superior results compared with standard interpolation filters (i.e .bicubic and bilinear).
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