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A New Method for Image Protection Using Periodic Haar Piecewise-Linear Transform and Watermarking Technique.
Andrzej Dziech1, Piotr Bogacki1, Jan Derkacz1
1Institute of Telecommunications, Faculty of Computer Science, Electronics and Telecommunications, AGH University of Science and Technology, Mickiewicza 30, 30-059 Kraków, Poland.
This study introduces a new data-embedding technique using the Periodic Haar Piecewise-Linear (PHL) transform for secure image watermarking. The method embeds information in the luminance channel, ensuring high imperceptibility and low bit error rates for sensitive data protection.
Area of Science:
- Digital Signal Processing
- Image Processing
- Information Security
Background:
- Digital watermarking is crucial for protecting sensitive information in images.
- Existing methods often face challenges with imperceptibility and robustness.
- The Periodic Haar Piecewise-Linear (PHL) transform offers a novel domain for data embedding.
Purpose of the Study:
- To propose a novel data-embedding method using the PHL transform for image watermarking.
- To evaluate the imperceptibility and robustness of the proposed watermarking technique.
- To present a method for detecting image manipulation.
Main Methods:
- Embedding hidden information in the PHL transform domain of the luminance channel.
- Modifying low-value coefficients to embed watermark data.
- Assessing visual quality and bit error rate (BER) for varying watermark lengths and sizes.
- Developing a technique for image manipulation detection.
Main Results:
- The proposed PHL transform-based watermarking method demonstrates high imperceptibility.
- The method achieves a low bit error rate (BER), indicating robustness.
- Effectiveness in protecting sensitive data, particularly in medical imaging applications.
- Successful implementation of image manipulation detection.
Conclusions:
- The PHL transform-based watermarking technique is suitable for digital signal and image processing applications.
- High imperceptibility and low BER make it ideal for secure data transmission and storage.
- The method offers a promising solution for protecting sensitive information, especially in fields like medical image processing.
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