Cargando…
Acceleration of biomedical image processing with dataflow on FPGAs /
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....
| Clasificación: | Libro Electrónico |
|---|---|
| Autores principales: | , |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Gistrup, Denmark :
River Publishers,
[2016]
|
| Colección: | River Publishers series in information science and technology ;
v. 22. |
| Temas: | |
| Acceso en línea: | Texto completo |
| Sumario: | 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. |
|---|---|
| Descripción Física: | 1 online resource (1 PDF (xxvii, 200 pages) :) illustrations (some color). |
| Bibliografía: | Includes bibliographical references and index. |
| ISBN: | 8793379358 9788793379350 9781003336945 1003336949 9781000792317 1000792315 9781000795639 1000795632 |