衰落信道上ROI编码图像的不等错误保护

Yeshan Yatawara, M. Caldera, T. M. Kusuma, H. Zepernick
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引用次数: 16

摘要

感兴趣区域(ROI)编码是Joint Photographic Experts Group 2000 (JPEG 2000)图像压缩标准支持的一个特性,它允许以比图像其他部分更高的质量压缩图像中的特定感兴趣区域。在本文中,不等错误保护(UEP)被提出用于ROI编码的JPEG 2000图像,作为一种技术,为无线通信信道上的传输错误影响提供了增强的弹性。ROI编码的JPEG 2000码流的层次性使其适合使用UEP,即码流的重要位用强代码保护,而不太重要的位用弱代码保护。使用逐符号最大后验概率(MAP)解码获得的仿真结果表明,UEP的使用在峰值信噪比(PSNR)和可读文件的百分比方面提供了显着的增益。此外,使用基于roi的UEP可以降低接收器的计算复杂度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Unequal error protection for ROI coded images over fading channels
Region of interest (ROI) coding is a feature supported by the Joint Photographic Experts Group 2000 (JPEG 2000) image compression standard and allows particular regions of interest within an image to be compressed at a higher quality than the rest of the image. In this paper, unequal error protection (UEP) is proposed for ROI coded JPEG 2000 images as a technique for providing increased resilience against the effects of transmission errors over a wireless communications channel. The hierarchical nature of an ROI coded JPEG 2000 code-stream lends itself to the use of UEP whereby the important bits of the code-stream are protected with a strong code while the less important bits are protected with a weaker code. Simulation results obtained using symbol-by-symbol maximum a posteriori probability (MAP) decoding demonstrate that the use of UEP offers significant gains in terms of the peak signal to noise ratio (PSNR) and the percentage of readable files. Moreover the use of ROI-based UEP leads to reduced computational complexity at the receiver.
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