基于离散小波变换和Alpha混合的图像隐写性能分析

Saleem S Tevaramani , Ravi J
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引用次数: 4

摘要

在当前的网络时代,交换信息的机会增加了。媒体的日益普及给与安全有关的问题带来了真正的挑战。隐写术是一种安全交换信息的技术。意图不引起怀疑的视频、音频或图像可以是载体。在隐藏了秘密信息之后,隐写技术产生了一模一样的封面图像。这将防止外部观察者注意到秘密信息的存在。在本文中,alpha是一个缩放参数。不同类型和尺寸的覆盖物和有效载荷图像、来自网络摄像头的实时图像以及其他格式的预定义图像已被规范化和预处理。对覆盖图像和有效载荷图像分别进行Haar离散小波变换(DWT)。为了生成隐写图像,对有效载荷图像进行加密并与掩蔽图像融合。测量了结果参数,如PSNR、MSE和Entropy。
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Image steganography performance analysis using discrete wavelet transform and alpha blending for secure communication

The opportunities to exchange information in the current web era have risen. The increased popularity of the media has posed real challenges to security-related issues. Steganography is a technology for the secure exchange of information. A video, audio, or image intended to raise no suspicion may be the carrier. After concealing the secret information, steganography techniques produce an identical cover image. This will prevent outside observers from noticing the existence of secret information. In the proposed work, alpha is a scaling parameter. Cover and payload images of different types and dimensions, live images from a webcam, and predefined images of other formats have been normalized and preprocessed. A Haar Discrete Wavelet Transformation (DWT) is applied to both the cover and payload images. To generate a stego image, the payload image is encrypted and fused with the cover image. The result parameters such as PSNR, MSE, and Entropy are measured.

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