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Unequally Protected Packet Transmission of SPIHT-Compressed Images

机译:SPIHT压缩图像的不平等保护数据包传输

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In combination with the discrete wavelet transform (DWT), set partitioning in hierarchical trees (SPIHT) is one of the most renowned techniques for image compression. One problem with SPIHT, however, is that its decoding can be extremely sensitive to errors in its embedded bit stream. In this paper, we address the issue of transmitting SPIHT-encoded images in packets via erasure channels, wherein each received packet is either error-free or totally discarded. In our scheme, the original SPIHT code sequence is packetized (into two types: critical packet (CP) and refinement packet (RP)). Those packets are then allocated with different diversity orders for unequal error protection (UEP) so that the decoded image is expected to attain the highest signal-to-noise ratio (SNR) at the receiver. Simulations show that the proposed scheme significantly improves the decoded images as compared to the case of no diversity allocation and the case of not distinguishing between CP and RP.
机译:结合离散小波变换(DWT),层次树中的集划分(SPIHT)是最著名的图像压缩技术之一。但是,SPIHT的一个问题是它的解码对其嵌入式比特流中的错误可能非常敏感。在本文中,我们解决了通过擦除通道在数据包中传输SPIHT编码图像的问题,其中每个接收到的数据包都是无差错或被完全丢弃的。在我们的方案中,原始的SPIHT代码序列被打包(分为两种类型:关键数据包(CP)和优化数据包(RP))。然后,为这些分组分配不同的分集顺序,以实现不均等错误保护(UEP),从而使解码后的图像在接收器处达到最高信噪比(SNR)。仿真表明,与没有分集分配的情况和不区分CP和RP的情况相比,该方案显着改善了解码图像。

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