RIVER PUBLISHERS IS AN INTERNATIONAL PUBLISHER THAT PUBLISHES RESEARCH MONOGRAPHS, PROFESSIONAL BOOKS, HANDBOOKS, EDITED VOLUMES AND JOURNALS WITH FOCUS ON KEY RESEARCH AREAS WITHIN THE FIELDS OF SCIENCE, TECHNOLOGY AND MEDICINE (STM).

River Publishers Series in Information Science and Technology Series

Acceleration of Biomedical Image Processing with Dataflow on FPGAs

Hardback
August 2016
9788793379367
More details
  • Publisher
    River Publishers
  • Published
    15th August 2016
  • ISBN 9788793379367
  • Language English
  • Pages 230 pp.
  • Size 6.125" x 9.25"
$72.00
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August 2016
9788793379350
More details
  • Publisher
    River Publishers
  • Published
    15th August 2016
  • ISBN 9788793379350
  • Language English
  • Pages 230 pp.
  • Size 6.125" x 9.25"
$54.00

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

Frederik Grüll

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Udo Kebschull

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