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Design for Embedded Image Processing on FPGAs

Book Hero Magic crafted this summary to help describe this book. While it's new and still learning, it may not be perfect - your feedback is welcome! Summary
Design for Embedded Image Processing on FPGAs bridges the gap between software and hardware with a comprehensive exploration of FPGA design for image processing. It covers fundamental image processing principles, detailed techniques such as point operations and histogram processing, and advances into deep learning algorithms and video coding. The book combines theory with practical examples to guide engineers and students through the design processes that integrate embedded systems with image processing algorithms.
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Format: Hardback
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Ideal for engineers, academics, and graduate students specialising in embedded systems engineering, image processing, and digital design.

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Book Hero Magic formatted this description to make it easier to read. While it's new and still learning, it may not be perfect - your feedback is welcome! Description

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.

Book Details

INFORMATION

ISBN: 9781119819790

Publisher: John Wiley & Sons Inc

Format: Hardback

Date Published: 01 September 2023

Country: United States

Imprint: John Wiley & Sons Inc

Edition: 2nd edition

Audience: Professional and scholarly

DIMENSIONS

Spine width: 31.0mm

Width: 178.0mm

Height: 254.0mm

Weight: 1134g

Pages: 496

About the Author

Donald G. Bailey, PhD, is Professor of Imaging Systems in the Department of Mechanical and Electrical Engineering, Massey University, New Zealand. He is an internationally recognized expert on FPGA technology in image processing and has published widely on FPGAs and related subjects.

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