Design for Embedded Image Processing on FPGAs
eBook - ePub

Design for Embedded Image Processing on FPGAs

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

Design for Embedded Image Processing on FPGAs

About this book

Design for Embedded Image Processing on FPGAs

Bridge the gap between software and hardware with this foundational design reference

Field-programmable gate arrays (FPGAs) are integrated circuits designed so that configuration can take place. Circuits of this kind play an integral role in processing images, with FPGAs increasingly embedded in digital cameras and other devices that produce visual data outputs for subsequent realization and compression. These uses of FPGAs require specific design processes designed to mediate smoothly between hardware and processing algorithm.

Design for Embedded Image Processing on FPGAs provides a comprehensive overview of these processes and their applications in embedded image processing. Beginning with an overview of image processing and its core principles, this book discusses specific design and computation techniques, with a smooth progression from the foundations of the field to its advanced principles.

Readers of the second edition of Design for Embedded Image Processing on FPGAs will also find:

  • Detailed discussion of image processing techniques including point operations, histogram operations, linear transformations, and more
  • New chapters covering Deep Learning algorithms and Image and Video Coding
  • Example applications throughout to ground principles and demonstrate techniques

Design for Embedded Image Processing on FPGAs is ideal for engineers and academics working in the field of Image Processing, as well as graduate students studying Embedded Systems Engineering, Image Processing, Digital Design, and related fields.

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Yes, you can access Design for Embedded Image Processing on FPGAs by Donald G. Bailey in PDF and/or ePUB format, as well as other popular books in Technology & Engineering & Signals & Signal Processing. We have over one million books available in our catalogue for you to explore.

Table of contents

  1. Cover
  2. Table of Contents
  3. Title Page
  4. Copyright
  5. Preface
  6. Acknowledgments
  7. About the Companion Website
  8. 1 Image Processing
  9. 2 Field‐programmable Gate Arrays
  10. 3 Design Process
  11. 4 Design Constraints
  12. 5 Computational Techniques
  13. 6 Interfacing
  14. 7 Point Operations
  15. 8 Histogram Operations
  16. 9 Local Filters
  17. 10 Geometric Transformations
  18. 11 Linear Transforms
  19. 12 Image and Video Coding
  20. 13 Blob Detection and Labelling
  21. 14 Machine Learning
  22. 15 Example Applications
  23. Index
  24. End User License Agreement