Book description
This is the Rough Cut version of the printed book.
In the nearly twenty years since the first edition of Digital Video Processing, digital video has become ubiquitous, and the most successful techniques and algorithms for different video processing tasks have become more clear. Digital Video Processing, Second Edition, significantly improves the organization of the material and the presentation style in a truly tutorial manner and updates the technical content with the most recent knowledge of techniques, successful algorithms, and up-to-date information in order to once again position the book as necessary to your library.
This is a unique, comprehensive textbook, written by a single author in tutorial style. It covers fundamentals of digital image and video processing with equal emphasis on image filtering, motion estimation, video segmentation, video filtering, and image/video compression. After reading the book, the reader will
understand theoretical foundations of image and video processing methods
learn the most popular and successful techniques to solve common image and video processing problems
reinforce their understanding by solving problems and doing MATLAB projects at the end of each chapter
Table of contents
- About This eBook
- Title Page
- Copyright Page
- Dedication Page
- Contents
- Preface
- About the Author
- Chapter 1. Multi-Dimensional Signals and Systems
- Chapter 2. Digital Images and Video
- Chapter 3. Image Filtering
-
Chapter 4. Motion Estimation
- 4.1 Image Formation
- 4.2 Motion Models
-
4.3 2D Apparent-Motion Estimation
- 4.3.1 Sparse Correspondence, Optical-Flow Estimation, and Image-Registration Problems
- 4.3.2 Optical-Flow Equation and Normal Flow
- 4.3.3 Displaced-Frame Difference
- 4.3.4 Motion Estimation is Ill-Posed: Occlusion and Aperture Problems
- 4.3.5 Hierarchical Motion Estimation
- 4.3.6 Performance Measures for Motion Estimation
- 4.4 Differential Methods
- 4.5 Matching Methods
- 4.6 Nonlinear Optimization Methods
- 4.7 Transform-Domain Methods
- 4.8 3D Motion and Structure Estimation
- References
- Exercises
- MATLAB Resources
- Chapter 5. Video Segmentation and Tracking
- Chapter 6. Video Filtering
- Chapter 7. Image Compression
- Chapter 8. Video Compression
- Appendix A. Vector-Matrix Operations in Image and Video Processing
- Appendix B. Ill-Posed Problems in Image and Video Processing
- Appendix C. Markov and Gibbs Random Fields
- Appendix D. Optimization Methods
- Appendix E. Model Fitting
- Index
Product information
- Title: Digital Video Processing, Second Edition
- Author(s):
- Release date: June 2015
- Publisher(s): Pearson
- ISBN: 9780133991116
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