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Advance hybrid medical watermarking algorithm using speeded up robust features and discrete cosine transform
Saqib Ali Nawaz1,2, Jingbing Li1,2, Uzair Aslam Bhatti3
1College of Information and Communication Engineering, Hainan University, Haikou, China.
Plos One
|June 5, 2020
Summary
This study introduces a robust digital watermarking algorithm using Speeded Up Robust Features and Discrete Cosine Transform (SURF-DCT) for enhanced image security and copyright protection against various attacks.
Area of Science:
- Computer Science
- Information Security
- Digital Image Processing
Background:
- Digitization facilitates information sharing but raises concerns about copyright infringement and piracy.
- Digital watermarking is crucial for protecting multimedia content rights.
- Robustness against geometric attacks is a key challenge in watermarking algorithms.
Purpose of the Study:
- To propose a novel, robust blind watermarking algorithm.
- To enhance the security and copyright protection of digital images.
- To improve resistance against geometric and conventional attacks.
Main Methods:
- Developed a blind watermarking algorithm based on SURF-DCT perceptual hashing.
- Preprocessed watermark images using affine transformation and chaotic encryption.
- Embedded watermarks by modifying Discrete Cosine Transform (DCT) coefficients of carrier images.
Main Results:
- The algorithm demonstrated good invisibility.
- Achieved strong robustness against conventional and geometric attacks.
- Effectively protected image security with a high Normalized Correlation (NC) value (>90%).
Conclusions:
- The proposed SURF-DCT watermarking algorithm offers effective copyright protection.
- The method provides robust security for digital images in multimedia environments.
- This approach addresses the need for enhanced anti-geometric attack capabilities in digital watermarking.
