Acceleration of Biomedical Image Processing with Dataflow on FPGAs

Frederik Grüll, Udo Kebschull (Autoren)

Buch | Hardcover

228 Seiten

2016
River Publishers (Verlag)
978-87-93379-36-7 (ISBN)

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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 Griill and Udo Kebschull, both Goethe University Frankfurt, Germany 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.

Acceleration of Biomedical Image Processing with Dataflow on FPGAs

Erscheinungsdatum	02.04.2016
Verlagsort	Gistrup
Sprache	englisch
Maße	156 x 234 mm
Gewicht	512 g
Themenwelt	Informatik ► Grafik / Design ► Digitale Bildverarbeitung
Themenwelt	Medizin / Pharmazie ► Medizinische Fachgebiete ► Radiologie / Bildgebende Verfahren
ISBN-10	87-93379-36-6 / 8793379366
ISBN-13	978-87-93379-36-7 / 9788793379367
Zustand	Neuware