Design for Embedded Image Processing on FPGAs, 2nd Edition – Ebook Instant Download/Delivery ISBN(s): 9781119819790,1119819792,9781119819813,1119819814

Product details:

• ISBN-10: 1119819814
• ISBN-13: 9781119819813
• Author: Donald G. Bailey

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.

Table contents:

1 Image Processing

2 Field-programmable Gate Arrays

3 Design Process

4 Design Constraints

5 Computational Techniques

6 Interfacing

7 Point Operations

8 Histogram Operations

9 Local Filters

10 Geometric Transformations

11 Linear Transforms

12 Image and Video Coding

13 Blob Detection and Labelling

14 Machine Learning

15 Example Applications

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