Enhancing breast mammogram image using Signal Processing Techniques

1. Introduction 1.1 Background of Mammogram Imaging 1.2 Importance of Signal Processing 1.3 Objectives of the Study 2. Literature Review 2.1 Historical Development of Mammography 2.2 Overview of Signal Processing Techniques 2.3 Previous Studies on Image Enhancement 3. Fundamentals of Signal Processing 3.1 Basic Concepts and Terminology 3.2 Image Processing vs Signal Processing 3.3 Digital Signal Processing Tools 4. Breast Mammogram Imaging Techniques 4.1 Current Imaging Techniques 4.2 Challenges in Mammogram Imaging 4.3 Innovations in Imaging Technology 5. Application of Signal Processing 5.1 Techniques for Image Enhancement 5.2 Filtering and Noise Reduction 5.3 Contrast and Feature Enhancement 6. Proposed Enhancement Methodologies 6.1 Selection of Techniques 6.2 Integration with Existing Systems 6.3 Evaluation Metrics for Effectiveness 7. Experimental Results and Discussion 7.1 Data Collection and Experimentation 7.2 Results Analysis 7.3 Discussion and Interpretation 8. Conclusion and Future Work 8.1 Summary of Findings 8.2 Implications for Medical Imaging 8.3 Recommendations for Future Research