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Performance Analysis and Comparison between Different Image Compression Techniques

机译:不同图像压缩技术的性能分析与比较

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摘要

Digital images in their uncompressed form require an enormous amount of storage capacity which in turn needs large transmission bandwidth for the transmission over the network. Image compression reduces the storage space of image and also maintains the quality of image. The essential information is extracted by various transforms techniques such mat it can be reconstructed without losing quality and information of the image. . In this paper we will discuss the necessity of hybrid coding over classical coding schemes and why DCT - DWT hybrid approach is so important among various hybrid schemes. The goal is to achieve higher PSNR i.e. peak signal to noise ratio where original image means signal and the noise is error in reconstructed image.
机译:未压缩形式的数字图像需要大量的存储容量,这又需要较大的传输带宽才能通过网络传输。图像压缩可减少图像的存储空间,并保持图像质量。基本信息是通过各种变换技术提取的,例如可以在不损失图像质量和信息的情况下对其进行重构。 。在本文中,我们将讨论在经典编码方案上进行混合编码的必要性,以及DCT-DWT混合方法为何在各种混合方案中如此重要的原因。目的是实现更高的PSNR,即峰值信噪比,其中原始图像表示信号,而噪声是重构图像中的误差。

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