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Error concealment in JPEG2000 coded images

机译:JPEG2000编码图像中的错误隐藏

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摘要

In multimedia communication and data storage, compression of data is essential to speed up the transmission rate, minimize the use of channel bandwidth, and minimize storage space. The drawback of compression is that compressed data are more vulnerable to channel noise during transmission. In this work, error concealment methodology is proposed that has the ability of both error detection and concealment, and thus guarantees minimum use of channel bandwidth. The methodology requires transmission of edge information of the original image along with JPEG2000 compressed image. At the receiver, the edge information of received wavelet coefficients is computed and compared with the received edge information of the original image to determine the corrupted coefficients. Three methods of concealment, each including a filter, are investigated to handle the corrupted regions/coefficients. The simulation results conducted on test images for different values of bit error rate are presented to demonstrate the performance of the proposed approach. The objective quality measure such as peak-signal-to-noise ratio (PSNR), root-mean-square error (rms) and subjective quality measure are used to evaluate processed images.
机译:在多媒体通信和数据存储中,数据压缩对于加快传输速率,最小化信道带宽的使用以及最小化存储空间至关重要。压缩的缺点是压缩数据在传输过程中更容易受到信道噪声的影响。在这项工作中,提出了一种错误隐藏方法,该方法具有检错和隐藏的能力,从而保证了信道带宽的最小使用。该方法要求传输原始图像的边缘信息以及JPEG2000压缩图像。在接收机处,计算接收到的小波系数的边缘信息,并将其与原始图像的接收到的边缘信息进行比较,以确定损坏的系数。研究了三种隐藏方法,每种方法都包括一个过滤器,以处理损坏的区域/系数。给出了在测试图像上针对不同误码率值进行的仿真结果,以证明所提出方法的性能。客观质量度量(例如峰值信噪比(PSNR),均方根误差(rms)和主观质量度量)用于评估处理后的图像。

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