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Related Concept Videos

BIBO stability of continuous and discrete -time systems01:24

BIBO stability of continuous and discrete -time systems

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System stability is a fundamental concept in signal processing, often assessed using convolution. For a system to be considered bounded-input bounded-output (BIBO) stable, any bounded input signal must produce a bounded output signal. A bounded input signal is one where the modulus does not exceed a certain constant at any point in time.
To determine the BIBO stability, the convolution integral is utilized when a bounded continuous-time input is applied to a Linear Time-Invariant (LTI) system....
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An adaptive robust watermarking scheme based on chaotic mapping.

Yumin Dong1, Rui Yan2, Chenhao Yin2

  • 1College of Computer and Information Science, Chongqing Normal University, Chongqing, 401331, China. dym@cqnu.edu.cn.

Scientific Reports
|October 21, 2024
PubMed
Summary
This summary is machine-generated.

This study introduces a novel high-capacity color image watermarking scheme using discrete wavelet transform (DWT), Heisenberg decomposition (HD), and singular value decomposition (SVD). The method enhances security and robustness while maintaining high imperceptibility for digital image information protection.

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Area of Science:

  • Information Security
  • Digital Image Processing
  • Cryptography

Background:

  • Digital image transmission faces increasing security risks.
  • Image watermarking is crucial for protecting image information security.
  • Balancing imperceptibility, robustness, and embedding capacity is a key challenge in image watermarking.

Purpose of the Study:

  • To propose a high-capacity color image adaptive watermarking scheme.
  • To enhance the security, imperceptibility, and robustness of digital image watermarking.
  • To improve embedding capacity and reduce processing time.

Main Methods:

  • Utilized Discrete Wavelet Transform (DWT), Heisenberg Decomposition (HD), and Singular Value Decomposition (SVD).
  • Employed Logistic chaotic mapping for watermark encryption.
  • Adaptive embedding factor calculation via cover image entropy and Alpha blending in YCbCr color space.
  • Incorporated singular value correction for enhanced robustness.

Main Results:

  • Achieved high imperceptibility with average PSNR of 45.3437dB and SSIM of 0.9987.
  • Demonstrated strong robustness against various attacks, with average NCC above 0.95.
  • Reached a high embedding capacity of 0.6667bpp and an average running time of 1.1136 seconds.

Conclusions:

  • The proposed watermarking scheme effectively balances imperceptibility, robustness, and high embedding capacity.
  • Offers superior performance compared to existing watermarking techniques in terms of capacity and speed.
  • Provides a secure and efficient solution for digital image information protection.