Paradigms of Image Compression and Encryption: A Review

Pratistha Mathur, Anju Yadav, Viveak Kumar Verma, Renuka Purohit
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引用次数: 2

Abstract

Image compression is a process of reducing size of an images at the time of transmission and at network level we also need some security mechanism for secure data transmission assurance. To provide data security we need a best encryption method for an image so that it does not affect image quality. The image compression schemes are of two types lossy and lossless or combination of both. The both (lossy and lossless) compression schemes can compress and decompress the image but some time compression made some loss of data so it is lossy otherwise lossless. To provide security as we know perform encryption and decryption process, there are two methods for key generation one is symmetric and other asymmetric. If we use same key for encryption and decryption i.e., known as symmetric system otherwise asymmetric cryptography system.In this paper, a detailed review of different Compression and Encryption schemes like CE, EC, Joint compression and Encryption is given and we also analyzed their result on the basis of different parameter like compression ratio, PSNR, NPCR, UACI etc.
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图像压缩与加密范式综述
图像压缩是在传输时减小图像大小的过程,在网络层面,我们还需要一定的安全机制来保证数据的安全传输。为了保证数据的安全性,我们需要一种最佳的图像加密方法,使其不影响图像质量。图像压缩方案分为有损压缩和无损压缩或两者的组合。两种压缩方案(有损和无损)都可以压缩和解压缩图像,但有时压缩会造成一些数据丢失,因此它是有损的,否则是无损的。为了提供我们所知道的执行加密和解密过程的安全性,密钥生成有两种方法,一种是对称的,另一种是非对称的。如果我们使用相同的密钥进行加密和解密,即称为对称系统或非对称密码系统。本文详细介绍了CE、EC、联合压缩和加密等不同的压缩和加密方案,并根据不同的压缩比、PSNR、NPCR、UACI等参数分析了它们的结果。
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