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An Efficient M-ARY QIM Data Hiding Algorithm For The Application To Image Error Concealment

机译:一种有效的M-ARY QIM数据隐藏算法在图像错误掩盖中的应用

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Methods like edge directed interpolation and projection onto convex sets (POCS) that are widely used for image error concealment to produce better image quality are complex in nature and also time consuming. Moreover, those methods are not suitable for real time error concealment where the decoder may not have sufficient computation power or done in online. In this paper, we propose a data-hiding scheme for error concealment of digital image. Edge direction information of a block is extracted in the encoder and is embedded imperceptibly into the host media using quantization index modulation (QIM), thus reduces work load of the decoder. The system performance in term of fidelity and computational load is improved using M-ary data modulation based on near-orthogonal QIM. The decoder extracts the embedded features (edge information) and those features are then used for recovery of lost data. Experimental results duly support the effectiveness of the proposed scheme.
机译:诸如边缘定向插值和凸集投影(POCS)这类方法被广泛用于图像错误隐藏以产生更好的图像质量,这种方法本质上既复杂又耗时。此外,那些方法不适合于实时错误隐藏,其中解码器可能没有足够的计算能力或无法在线完成。在本文中,我们提出了一种用于数字图像错误隐藏的数据隐藏方案。块的边缘方向信息在编码器中被提取,并且利用量化索引调制(QIM)被不可感知地嵌入到主机介质中,从而减少了解码器的工作负荷。使用基于近正交QIM的M进制数据调制,可以提高系统在保真度和计算负载方面的性能。解码器提取嵌入的特征(边缘信息),然后将这些特征用于丢失数据的恢复。实验结果充分证明了该方案的有效性。

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