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Integrating a Smooth Psychovisual Threshold into an Adaptive JPEG Image Compression

机译:将平滑的精神阈值集成到自适应JPEG图像压缩中

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—The visual quality image output of JPEG compression is determined by quantization process. The popular quality factor in the extended JPEG image compression has been widely used to scale up the quantization tables. The scaling quantization table using quality factor is used to determine the quality image output. The scaling up on the quantization tables increases their values uniformly thus produces higher compression performance. However, the effects of the scaling up on the human visual system have not been taken into consideration. This paper examines the quantization table design based on adaptive psychovisual threshold and numerical analysis of the compression performance in terms of quality image reconstruction and average bit length of Huffman code. The comparison between extended JPEG image compression using the typical quality factor and quality scale of psychovisual threshold has been done. The experimental results of adaptive quantization tables based on psychovisual threshold show an improvement on the quality of image reconstruction at the lower average bit length of Huffman's code.
机译:- JPEG压缩的视觉质量图像输出由量化过程确定。扩展JPEG图像压缩中的流行质量因素已被广泛用于扩展量化表。使用质量因子的缩放量化表用于确定质量图像输出。缩放对量化表上的缩放增加它们的值均匀地产生更高的压缩性能。然而,缩放对人类视觉系统的影响尚未考虑。本文根据适应性精神阈值和质量图像重建和霍夫曼代码的平均比特长度来检查量化表设计。使用典型质量因子和精神阈值的质量规模的扩展JPEG图像压缩之间的比较已经完成。基于精神阈值的自适应量化表的实验结果显示了霍夫曼代码下均线长度的图像重建质量的提高。

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