Practical Image and Video Processing Using MATLAB
eBook - ePub

Practical Image and Video Processing Using MATLAB

  1. English
  2. ePUB (mobile friendly)
  3. Available on iOS & Android
eBook - ePub

Practical Image and Video Processing Using MATLAB

About this book

UP-TO-DATE, TECHNICALLY ACCURATE COVERAGE OF ESSENTIAL TOPICS IN IMAGE AND VIDEO PROCESSING

This is the first book to combine image and video processing with a practical MATLABĀ®-oriented approach in order to demonstrate the most important image and video techniques and algorithms. Utilizing minimal math, the contents are presented in a clear, objective manner, emphasizing and encouraging experimentation.

The book has been organized into two parts. Part I: Image Processing begins with an overview of the field, then introduces the fundamental concepts, notation, and terminology associated with image representation and basic image processing operations. Next, it discusses MATLABĀ® and its Image Processing Toolbox with the start of a series of chapters with hands-on activities and step-by-step tutorials. These chapters cover image acquisition and digitization; arithmetic, logic, and geometric operations; point-based, histogram-based, and neighborhood-based image enhancement techniques; the Fourier Transform and relevant frequency-domain image filtering techniques; image restoration; mathematical morphology; edge detection techniques; image segmentation; image compression and coding; and feature extraction and representation.

Part II: Video Processing presents the main concepts and terminology associated with analog video signals and systems, as well as digital video formats and standards. It then describes the technically involved problem of standards conversion, discusses motion estimation and compensation techniques, shows how video sequences can be filtered, and concludes with an example of a solution to object detection and tracking in video sequences using MATLABĀ®.

Extra features of this book include:

  • More than 30 MATLABĀ® tutorials, which consist of step-by-step guides toexploring image and video processing techniques using MATLABĀ®
  • Chapters supported by figures, examples, illustrative problems, and exercises
  • Useful websites and an extensive list of bibliographical references

This accessible text is ideal for upper-level undergraduate and graduate students in digital image and video processing courses, as well as for engineers, researchers, software developers, practitioners, and anyone who wishes to learn about these increasingly popular topics on their own.

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Yes, you can access Practical Image and Video Processing Using MATLAB by Oge Marques in PDF and/or ePUB format, as well as other popular books in Technology & Engineering & Electrical Engineering & Telecommunications. We have over one million books available in our catalogue for you to explore.

Table of contents

  1. Cover
  2. Title Page
  3. Copyright
  4. Dedication
  5. List of Figures
  6. List of Tables
  7. Foreword
  8. Preface
  9. Acknowledgments
  10. Part I: Image Processing
  11. Part II: Video Processing
  12. Appendix A: Human Visual Perception
  13. Appendix B: Gui Development
  14. References
  15. Index