Sotiropoulou, C.-L. and Luciano, P. and Gkaitatzis, S. and Citraro, S. and Giannetti, P. and Dell'Orso, M. (2017) Image processing applications: From particle physics to society. Il nuovo cimento C, 40 (1). pp. 1-2. ISSN 1826-9885
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Abstract
We present an embedded system for extremely efficient real-time pattern recognition execution, enabling technological advancements with both scientific and social impact. It is a compact, fast, low consumption processing unit (PU) based on a combination of Field Programmable Gate Arrays (FPGAs) and the full custom associative memory chip. The PU has been developed for real time tracking in particle physics experiments, but delivers flexible features for potential application in a wide range of fields. It has been proposed to be used in accelerated pattern matching execution for Magnetic Resonance Fingerprinting (biomedical applications), in real time detection of space debris trails in astronomical images (space applications) and in brain emulation for image processing (cognitive image processing). We illustrate the potentiality of the PU for the new applications.
| Item Type: | Article |
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| Subjects: | 500 Scienze naturali e Matematica > 530 Fisica |
| Depositing User: | Marina Spanti |
| Date Deposited: | 16 Nov 2020 21:03 |
| Last Modified: | 16 Nov 2020 21:03 |
| URI: | http://eprints.bice.rm.cnr.it/id/eprint/19739 |
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