High Performance Customizable Architecture for Machine Vision Applications

Vision based applications are present anywhere. A special market is industry, allowing to improve product quality and to reduce manufacturing costs. The vision systems applied to industries are known as machine vision systems. These systems must meet time constraints to operate in real time. General...

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Detalles Bibliográficos
Autores principales: Leiva, Lucas, Acosta, Nelson
Formato: Articulo
Lenguaje:Inglés
Publicado: 2012
Materias:
Acceso en línea:http://sedici.unlp.edu.ar/handle/10915/9707
http://journal.info.unlp.edu.ar/wp-content/uploads/JCST-Apr12-1.pdf
Aporte de:SEDICI (UNLP) de Universidad Nacional de La Plata Ver origen
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spelling I19-R120-10915-97072019-06-22T20:03:38Z http://sedici.unlp.edu.ar/handle/10915/9707 http://journal.info.unlp.edu.ar/wp-content/uploads/JCST-Apr12-1.pdf issn:1666-6038 High Performance Customizable Architecture for Machine Vision Applications Leiva, Lucas Acosta, Nelson 2012-04 2012-04-09T03:00:00Z en Informática video processing machine vision FPGA IMAGE PROCESSING AND COMPUTER VISION Vision based applications are present anywhere. A special market is industry, allowing to improve product quality and to reduce manufacturing costs. The vision systems applied to industries are known as machine vision systems. These systems must meet time constraints to operate in real time. Generally the production lines are more and more fasters, and the time to process and bring a response is minimal. For this reasons, dedicated architectures are emplaced. In this work a review of several commercial systems is presented, as well a proposed architecture is depicted. The architecture is concern as a customizable platform, avoiding having knowledge in hardware description languages. It is based on massive parallelism to achieve the maximum processing performance. Several optimizations at different levels are applied to increase the final system speedup. Also, time and area metrics are reported, showing that the architecture is well suitable for real time video processing in industrial applications. Facultad de Informática Articulo Articulo http://creativecommons.org/licenses/by-nc/3.0/ Creative Commons Attribution-NonCommercial 3.0 Unported (CC BY-NC 3.0) application/pdf 1-8
institution Universidad Nacional de La Plata
institution_str I-19
repository_str R-120
collection SEDICI (UNLP)
language Inglés
topic Informática
video processing
machine vision
FPGA
IMAGE PROCESSING AND COMPUTER VISION
spellingShingle Informática
video processing
machine vision
FPGA
IMAGE PROCESSING AND COMPUTER VISION
Leiva, Lucas
Acosta, Nelson
High Performance Customizable Architecture for Machine Vision Applications
topic_facet Informática
video processing
machine vision
FPGA
IMAGE PROCESSING AND COMPUTER VISION
description Vision based applications are present anywhere. A special market is industry, allowing to improve product quality and to reduce manufacturing costs. The vision systems applied to industries are known as machine vision systems. These systems must meet time constraints to operate in real time. Generally the production lines are more and more fasters, and the time to process and bring a response is minimal. For this reasons, dedicated architectures are emplaced. In this work a review of several commercial systems is presented, as well a proposed architecture is depicted. The architecture is concern as a customizable platform, avoiding having knowledge in hardware description languages. It is based on massive parallelism to achieve the maximum processing performance. Several optimizations at different levels are applied to increase the final system speedup. Also, time and area metrics are reported, showing that the architecture is well suitable for real time video processing in industrial applications.
format Articulo
Articulo
author Leiva, Lucas
Acosta, Nelson
author_facet Leiva, Lucas
Acosta, Nelson
author_sort Leiva, Lucas
title High Performance Customizable Architecture for Machine Vision Applications
title_short High Performance Customizable Architecture for Machine Vision Applications
title_full High Performance Customizable Architecture for Machine Vision Applications
title_fullStr High Performance Customizable Architecture for Machine Vision Applications
title_full_unstemmed High Performance Customizable Architecture for Machine Vision Applications
title_sort high performance customizable architecture for machine vision applications
publishDate 2012
url http://sedici.unlp.edu.ar/handle/10915/9707
http://journal.info.unlp.edu.ar/wp-content/uploads/JCST-Apr12-1.pdf
work_keys_str_mv AT leivalucas highperformancecustomizablearchitectureformachinevisionapplications
AT acostanelson highperformancecustomizablearchitectureformachinevisionapplications
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