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Entirely psychovisual-based subband image coding scheme

机译:完全基于心理视觉的子带图像编码方案

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Abstract: A new subband coding scheme is proposed in this paper. The two main functions in such schemes, which are the decomposition and quantization, are entirely based on the psychovisual aspects. The visual subbands have been estimated by using the variation of the masking function. These masking effects in the case of sinusoidal gratings show that the peripheral part of the visual system may be modelled by a set of sixteen filters and a low frequency residue. The quantizers associated to such a decomposition have been designed by a methodology which has been developed. The main finding of the conducted experiments is that the decision thresholds and the reconstruction follow a linear law, with an interval quantization varying with frequency and orientation. This result, highly dependent on the way the signals have been characterized, justifies the choice of the local band-limited contrast. The results, obtained with a coding scheme which includes these basic features of the visual system, show that a low signal to noise ratios the visual quality of the reconstructed image reminds much better than for the 'classical' schemes. Another particularity of the approach lies in the structure of the reconstruction image error. Indeed the latter is found to be highly correlated to the structure of the original image.!8
机译:摘要:本文提出了一种新的子带编码方案。这种方案中的两个主要功能,即分解和量化,完全基于心理视觉方面。通过使用掩蔽函数的变化来估计视觉子带。在正弦光栅的情况下,这些掩蔽效果表明,视觉系统的外围部分可以通过一组十六个滤镜和一个低频残差来建模。与这种分解相关的量化器已经通过已经开发的方法进行了设计。进行的实验的主要发现是决策阈值和重构遵循线性定律,间隔量化随频率和方向而变化。该结果高度依赖于信号的表征方式,证明了选择本地带宽受限的对比度是合理的。用包括视觉系统的这些基本特征的编码方案获得的结果表明,低信噪比的重建图像的视觉质量比“经典”方案要好得多。该方法的另一个特殊性在于重建图像误差的结构。确实,后者被发现与原始图像的结构高度相关。8

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