Emerging Trends in Image Processing, Computer Vision and Pattern Recognition

Table of Contents

Cover image

Title page

Copyright

Contributors

Acknowledgments

Preface

Introduction

Part 1: Image and Signal Processing

Chapter 1: Denoising camera data: Shape-adaptive noise reduction for color filter array image data

Abstract

1 Introduction

2 Camera noise

3 Adaptive raw data denoising

4 Experiments: Image quality vs system performance

5 Video Sequences

6 Conclusion

Chapter 2: An approach to classifying four-part music in multidimensional space

Abstract

1 Introduction

2 Collecting the pieces—training and test pieces

3 Parsing musicXML—training and test pieces

4 Collecting Piece Statistics

5 Collecting Classifier Statistics—Training Pieces Only

6 Classifying Test Pieces

7 Additional Composer and Metrics

8 Conclusions

Chapter ...