用于无线应用的抗错误JPEG 2000

S. Emami
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引用次数: 1

摘要

一种高效、通用的基于小波的图像压缩标准JPEG 2000正在开发中。由于无线多媒体是该标准的预期应用程序之一,因此JPEG 2000必须对信道错误具有鲁棒性。我们的结果表明,使用JPEG 2000接收图像的质量,即使有错误弹性的规定可能会很差。最坏情况PSNR是比较图像传输方案的重要基准,最坏情况峰值信噪比(PSNR)越高越好。提出了一种提高最坏情况下PSNR的方案,称为JPEG 2000的传输分集。在TD-JPEG 2000中,图像不是以全速率传输,而是以半速率传输两次。给出了图像编码器和解码器结构,并提供了基于一组规则的解码器的详细操作。当我们的方法应用于噪声信道上的图像传输时,可以观察到与传统的JPEG 2000相比,最坏情况下的PSNR显著提高。此外,对接收图像的主观评价验证了图像质量的改进。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An error resilient JPEG 2000 for wireless applications
An efficient and versatile wavelet based picture compression standard, known as JPEG 2000, is under development. Since wireless multimedia is among the intended applications of this standard, JPEG 2000 has to be robust to channel errors. Our results indicate that the quality of received imagery using JPEG 2000 even with error resilient provisions could be very poor. Worst case PSNR serves as an important bench mark for comparing image transmission schemes and a larger worst case peak signal-to-noise ratio (PSNR) is preferred. We present a scheme for increasing worst case PSNR, known as transmission diversity for JPEG 2000. In TD-JPEG 2000, instead of transmitting an image at full rate, the image is transmitted twice at half rate. The image encoder and decoder structures are given and a detailed operation of the decoder based on a set of rules is provided. It is observed that the worst case PSNR improves significantly compared to conventional JPEG 2000 when our method is applied to the transmission of images over noisy channels. Additionally, subjective evaluations of the received images verify the improvements in picture quality.
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