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High Performance Embedded System for Real-Time Pattern Matching

We present an innovative and high performance embedded system for real-time pattern matching. This system is based on the evolution of hardware and algorithms developed for the field of High Energy Physics (HEP) and more specifically for the execution of extremely fast pattern matching for tracking...

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Detalles Bibliográficos
Autores principales: Sotiropoulou, Calliope Louisa, Luciano, Pierluigi, Gkaitatzis, Stamatios, Citraro, Saverio, Giannetti, Paola, Dell'Orso, Mauro
Lenguaje:eng
Publicado: 2016
Materias:
Acceso en línea:http://cds.cern.ch/record/2134926
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author Sotiropoulou, Calliope Louisa
Luciano, Pierluigi
Gkaitatzis, Stamatios
Citraro, Saverio
Giannetti, Paola
Dell'Orso, Mauro
author_facet Sotiropoulou, Calliope Louisa
Luciano, Pierluigi
Gkaitatzis, Stamatios
Citraro, Saverio
Giannetti, Paola
Dell'Orso, Mauro
author_sort Sotiropoulou, Calliope Louisa
collection CERN
description We present an innovative and high performance embedded system for real-time pattern matching. This system is based on the evolution of hardware and algorithms developed for the field of High Energy Physics (HEP) and more specifically for the execution of extremely fast pattern matching for tracking of particles produced by proton-proton collisions in hadron collider experiments. A miniaturized version of this complex system is being developed for pattern matching in generic image processing applications. The design uses the flexibility of Field Programmable Gate Arrays (FPGAs) and the powerful Associative Memory Chip (ASIC) to achieve real-time performance. The system works as a contour identifier able to extract the salient features of an image. It is based on the principles of cognitive image processing, which means that it executes fast pattern matching and data reduction mimicking the operation of the human brain.
id cern-2134926
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2016
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spelling cern-21349262019-09-30T06:29:59Zhttp://cds.cern.ch/record/2134926engSotiropoulou, Calliope LouisaLuciano, PierluigiGkaitatzis, StamatiosCitraro, SaverioGiannetti, PaolaDell'Orso, MauroHigh Performance Embedded System for Real-Time Pattern MatchingParticle Physics - ExperimentWe present an innovative and high performance embedded system for real-time pattern matching. This system is based on the evolution of hardware and algorithms developed for the field of High Energy Physics (HEP) and more specifically for the execution of extremely fast pattern matching for tracking of particles produced by proton-proton collisions in hadron collider experiments. A miniaturized version of this complex system is being developed for pattern matching in generic image processing applications. The design uses the flexibility of Field Programmable Gate Arrays (FPGAs) and the powerful Associative Memory Chip (ASIC) to achieve real-time performance. The system works as a contour identifier able to extract the salient features of an image. It is based on the principles of cognitive image processing, which means that it executes fast pattern matching and data reduction mimicking the operation of the human brain.ATL-DAQ-SLIDE-2016-091oai:cds.cern.ch:21349262016-02-27
spellingShingle Particle Physics - Experiment
Sotiropoulou, Calliope Louisa
Luciano, Pierluigi
Gkaitatzis, Stamatios
Citraro, Saverio
Giannetti, Paola
Dell'Orso, Mauro
High Performance Embedded System for Real-Time Pattern Matching
title High Performance Embedded System for Real-Time Pattern Matching
title_full High Performance Embedded System for Real-Time Pattern Matching
title_fullStr High Performance Embedded System for Real-Time Pattern Matching
title_full_unstemmed High Performance Embedded System for Real-Time Pattern Matching
title_short High Performance Embedded System for Real-Time Pattern Matching
title_sort high performance embedded system for real-time pattern matching
topic Particle Physics - Experiment
url http://cds.cern.ch/record/2134926
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AT lucianopierluigi highperformanceembeddedsystemforrealtimepatternmatching
AT gkaitatzisstamatios highperformanceembeddedsystemforrealtimepatternmatching
AT citrarosaverio highperformanceembeddedsystemforrealtimepatternmatching
AT giannettipaola highperformanceembeddedsystemforrealtimepatternmatching
AT dellorsomauro highperformanceembeddedsystemforrealtimepatternmatching