Acceleration of Biomedical Image Processing with Dataflow on FPGAs
Published on 15. May 2016
160 pages
978-87-93379-35-0 (ISBN)
Description
Short compute times are crucial for timely diagnostics in biomedical applications, but lead to a high demand in computing for new and improved imaging techniques. In this book reconfigurable computing with FPGAs is discussed as an alternative to multi-core processing and graphics card accelerators. Instead of adjusting the application to the hardware, FPGAs allow the hardware to also be adjusted to the problem. Acceleration of Biomedical Image Processing with Dataflow on FPGAs covers the transformation of image processing algorithms towards a system of deep pipelines that can be executed with very high parallelism. The transformation process is discussed from initial design decisions to working implementations. Two example applications from stochastic localization microscopy and electron tomography illustrate the approach further. Topics discussed in the book include:* Reconfigurable hardware* Dataflow computing* Image processing* Application acceleration
More details
Series
Language
English
Place of publication
Gistrup
Denmark
Target group
Professional and scholarly
File size
20,33 MB
ISBN-13
978-87-93379-35-0 (9788793379350)
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Schweitzer Classification
Other editions
Additional editions
Frederik Gruell | Udo Kebschull
Acceleration of Biomedical Image Processing with Dataflow on FPGAs
Book
08/2016
1st Edition
River Publishers
€80.50
Shipment within 10-20 days
