Description
Book SynopsisThe book provides a practical introduction to the most important topics in image and video processing using MATLAB (and its Image Processing Toolbox) as a tool to demonstrate the most important techniques and algorithms. The contents are presented in a clear, technically accurate, objective way, with just enough mathematical detail.
Table of ContentsList of Figures xxi
List of Tables xxxix
Foreword xli
Preface xliii
Acknowledgments xlix
Part I Image Processing
1 Introduction and Overview 3
2 Image Processing Basics 21
3 MATLAB Basics 35
4 The Image Processing Toolbox at A Glance 61
5 Image Sensing and Acquisition 83
6 Arithmetic and Logic Operations 103
7 Geometric Operations 125
8 Gray-Level Transformations 151
9 Histogram Processing 171
10 Neighborhood Processing 203
11 Frequency-Domain Filtering 235
12 Image Restoration 265
13 Morphological Image Processing 299
14 Edge Detection 335
15 Image Segmentation 365
16 Color Image Processing 387
17 Image Compression and Coding 427
18 Feature Extraction and Representation 447
19 Visual Pattern Recognition 475
Part II Video Processing
20 Video Fundamentals 501
21 Video Sampling Rate And Standards Conversion 541
22 Digital Video Processing Techniques and Applications 561
Appendix A: Human Visual Perception 591
Appendix B: GUI Development 611
References 619
Index 627
