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Table of Contents
Preface; Special Acknowledgments; Contents; List of Abbreviations ; List of Figures; List of Tables; Chapter 1: Digital Image Watermarking: Concepts and Applications; 1.1 Introduction; 1.2 Importance and Necessity of Watermarking; 1.3 Classifications of Digital Watermarks; 1.4 Potential Characteristics of Digital Watermarks; 1.5 Framework for Watermarking; 1.6 Recent Applications of Digital Watermark; 1.7 Essential Requirements for Medical Image Watermarking; 1.8 Summary; References; Chapter 2: Medical Image Watermarking Techniques: A Technical Survey and Potential Challenges
2.1 Introduction2.2 Review of Available Watermarking Techniques; 2.2.1 Watermarking Techniques Using Error Correcting Codes; 2.2.2 Multiple Watermarking Techniques; 2.2.3 Hybrid Watermarking Techniques; 2.2.4 Watermarking Using Machine Learning Techniques; 2.2.5 Biometric Watermarking; 2.2.6 Joint Compression and Watermarking; 2.2.7 Others Perspectives; 2.3 Potential Challenges and Discussion; 2.4 Summary; References; Chapter 3: Analytical Study and Performance Evaluation of Medical Image Watermarking Techniques; 3.1 Introduction; 3.2 Spatial Domain Techniques
3.2.1 Least Substitution Bit (LSB)3.2.2 Correlation-Based Technique; 3.2.3 Spread-Spectrum Technique; 3.2.4 Patchwork Technique; 3.3 Transform Domain Techniques; 3.3.1 Discrete Wavelet Transform (DWT); 3.3.2 Discrete Cosine Transform (DCT); 3.3.3 Singular Value Decomposition (SVD); 3.3.4 Discrete Fourier Transform (DFT); 3.4 Performance Measures; 3.4.1 Mean Square Error (MSE); 3.4.2 Peak Signal-to-Noise Ratio (PSNR); 3.4.3 Weighted Peak Signal to Noise Ratio (WPSNR); 3.4.4 Universal Image Quality Index; 3.4.5 Structural Similarity Index Measure (SSIM); 3.4.6 Normalized Correlation (NC)
3.4.7 Bit Error Rate (BER)3.5 Digital Watermarking Attacks and Benchmark Tools; 3.5.1 Watermarking Attacks; 3.5.2 Benchmark Tools for Image Watermarking; 3.6 Summary; References; Chapter 4: Robust and Imperceptible Hybrid Watermarking Techniques for Medical Images; 4.1 Introduction; 4.2 Related Work; 4.3 Main Contribution of the Work; 4.4 Proposed Method; 4.4.1 Embedding Algorithm for Image Watermark; 4.4.2 Extraction Algorithm for Image Watermark; 4.4.3 Embedding Algorithm for Text Watermark; 4.4.4 Extraction Algorithm for Text Watermark
4.5 Encryption and Decryption Process for Text Watermark4.6 Experimental Results and Performance Analysis; 4.6.1 Performance Evaluation of the Proposed Method Using Image Watermark; 4.6.2 Performance Evaluation of the Proposed Method Using Multiple Watermarks; 4.6.3 Performance Evaluation of the Improved Hybrid Algorithm Using Multiple Watermarks; 4.7 Summary; References; Chapter 5: Robust and Secure Multiple Watermarking for Medical Images; 5.1 Introduction; 5.2 Related Works; 5.3 Main Contribution of the Work; 5.4 Proposed Method; 5.4.1 Embedding Algorithm for Image Watermark
2.1 Introduction2.2 Review of Available Watermarking Techniques; 2.2.1 Watermarking Techniques Using Error Correcting Codes; 2.2.2 Multiple Watermarking Techniques; 2.2.3 Hybrid Watermarking Techniques; 2.2.4 Watermarking Using Machine Learning Techniques; 2.2.5 Biometric Watermarking; 2.2.6 Joint Compression and Watermarking; 2.2.7 Others Perspectives; 2.3 Potential Challenges and Discussion; 2.4 Summary; References; Chapter 3: Analytical Study and Performance Evaluation of Medical Image Watermarking Techniques; 3.1 Introduction; 3.2 Spatial Domain Techniques
3.2.1 Least Substitution Bit (LSB)3.2.2 Correlation-Based Technique; 3.2.3 Spread-Spectrum Technique; 3.2.4 Patchwork Technique; 3.3 Transform Domain Techniques; 3.3.1 Discrete Wavelet Transform (DWT); 3.3.2 Discrete Cosine Transform (DCT); 3.3.3 Singular Value Decomposition (SVD); 3.3.4 Discrete Fourier Transform (DFT); 3.4 Performance Measures; 3.4.1 Mean Square Error (MSE); 3.4.2 Peak Signal-to-Noise Ratio (PSNR); 3.4.3 Weighted Peak Signal to Noise Ratio (WPSNR); 3.4.4 Universal Image Quality Index; 3.4.5 Structural Similarity Index Measure (SSIM); 3.4.6 Normalized Correlation (NC)
3.4.7 Bit Error Rate (BER)3.5 Digital Watermarking Attacks and Benchmark Tools; 3.5.1 Watermarking Attacks; 3.5.2 Benchmark Tools for Image Watermarking; 3.6 Summary; References; Chapter 4: Robust and Imperceptible Hybrid Watermarking Techniques for Medical Images; 4.1 Introduction; 4.2 Related Work; 4.3 Main Contribution of the Work; 4.4 Proposed Method; 4.4.1 Embedding Algorithm for Image Watermark; 4.4.2 Extraction Algorithm for Image Watermark; 4.4.3 Embedding Algorithm for Text Watermark; 4.4.4 Extraction Algorithm for Text Watermark
4.5 Encryption and Decryption Process for Text Watermark4.6 Experimental Results and Performance Analysis; 4.6.1 Performance Evaluation of the Proposed Method Using Image Watermark; 4.6.2 Performance Evaluation of the Proposed Method Using Multiple Watermarks; 4.6.3 Performance Evaluation of the Improved Hybrid Algorithm Using Multiple Watermarks; 4.7 Summary; References; Chapter 5: Robust and Secure Multiple Watermarking for Medical Images; 5.1 Introduction; 5.2 Related Works; 5.3 Main Contribution of the Work; 5.4 Proposed Method; 5.4.1 Embedding Algorithm for Image Watermark