Platform for the Development of Image Processing Applications on Xilinx SoC FPGAs

The use of image processing systems is becoming frequent and is appropriate in edge computing. However, the demands on power consumption and high performance prevent the use of standard processing platforms. Thus, FPGAs are a good option for the development of computer vision systems because they ar...

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Autores principales: Medina, Tomás, Leiva, Lucas, Vázquez, Martín
Formato: Artículo publishedVersion
Lenguaje:Español
Publicado: FIUBA 2020
Materias:
image processing
HLS
Zynq
procesamiento de imágenes
Acceso en línea:https://elektron.fi.uba.ar/elektron/article/view/109
https://repositoriouba.sisbi.uba.ar/gsdl/cgi-bin/library.cgi?a=d&c=elektron&d=109_oai
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Repositorio Digital de la Universidad de Buenos Aires (UBA) de Universidad de Buenos Aires
id I28-R145-109_oai
record_format dspace
spelling I28-R145-109_oai2026-02-11 Medina, Tomás Leiva, Lucas Vázquez, Martín 2020-12-14 The use of image processing systems is becoming frequent and is appropriate in edge computing. However, the demands on power consumption and high performance prevent the use of standard processing platforms. Thus, FPGAs are a good option for the development of computer vision systems because they are capable of exploiting parallelism. On the other hand, the design flow of current FPGA synthesis tools supports high-level languages as input descriptions, in contrast to hardware description languages. High-level synthesis (HLS) automates the design process by transforming an algorithmic description into digital hardware meeting design limitations. However, image processing experts may find challenging the hardware integration with the rest of the system components, e.g. capture and display interfaces. This work presents a basic design for the construction of image processing applications based on Zynq and a guide for its use, which solves this problem, allowing the agile generation of embedded image processing solutions. Additionally, a methodology is provided, which facilitates the efficient development of image processing embedded solutions in an agile way. La aplicación de sistemas de procesamiento de imágenes en edge computing resulta cada vez más atractiva y necesaria. Sin embargo, las exigencias en cuanto a consumo de potencia y alto rendimiento impiden que puedan utilizarse plataformas de procesamiento estándares. En este aspecto, los FPGA son una buena opción para el desarrollo de sistemas de visión computacional a causa de su capacidad de explotación del paralelismo. Por otra parte, el flujo de diseño de las herramientas de síntesis de FPGA actuales admiten lenguajes de alta abstracción como descripciones de entrada, en contraposición a los lenguajes de descripción de hardware. La síntesis de alto nivel (HLS) automatiza el proceso de diseño al transformar la descripción algorítmica en hardware digital mientras se satisfacen las limitaciones del diseño. Sin embargo, a los expertos en procesamiento de imágenes puede resultarles compleja la integración hardware obtenida con el resto de los componentes del sistema, como por ejemplo interfaces de captura y visualización. En este trabajo, se presenta un diseño base para la construcción de aplicaciones de procesamiento de imágenes basada en Zynq. Se proporciona además una metodología que posibilita el desarrollo eficiente de soluciones de procesamiento de imágenes embebidas de manera ágil. application/pdf text/html https://elektron.fi.uba.ar/elektron/article/view/109 10.37537/rev.elektron.4.2.109.2020 spa FIUBA https://elektron.fi.uba.ar/elektron/article/view/109/204 https://elektron.fi.uba.ar/elektron/article/view/109/222 Derechos de autor 2020 Tomás Medina, Lucas Leiva, Martín Vázquez Elektron Journal; Vol. 4 No. 2 (2020); 81-86 Revista Elektron; Vol. 4 Núm. 2 (2020); 81-86 Revista Elektron; v. 4 n. 2 (2020); 81-86 2525-0159 2525-0159 image processing HLS Zynq procesamiento de imágenes HLS Zynq Platform for the Development of Image Processing Applications on Xilinx SoC FPGAs Plataforma para Procesamiento de Imágenes sobre SoC FPGA de Xilinx info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion https://repositoriouba.sisbi.uba.ar/gsdl/cgi-bin/library.cgi?a=d&c=elektron&d=109_oai
institution Universidad de Buenos Aires
institution_str I-28
repository_str R-145
collection Repositorio Digital de la Universidad de Buenos Aires (UBA)
language Español
orig_language_str_mv spa
topic image processing
HLS
Zynq
procesamiento de imágenes
HLS
Zynq
spellingShingle image processing
HLS
Zynq
procesamiento de imágenes
HLS
Zynq
Medina, Tomás
Leiva, Lucas
Vázquez, Martín
Platform for the Development of Image Processing Applications on Xilinx SoC FPGAs
topic_facet image processing
HLS
Zynq
procesamiento de imágenes
HLS
Zynq
description The use of image processing systems is becoming frequent and is appropriate in edge computing. However, the demands on power consumption and high performance prevent the use of standard processing platforms. Thus, FPGAs are a good option for the development of computer vision systems because they are capable of exploiting parallelism. On the other hand, the design flow of current FPGA synthesis tools supports high-level languages as input descriptions, in contrast to hardware description languages. High-level synthesis (HLS) automates the design process by transforming an algorithmic description into digital hardware meeting design limitations. However, image processing experts may find challenging the hardware integration with the rest of the system components, e.g. capture and display interfaces. This work presents a basic design for the construction of image processing applications based on Zynq and a guide for its use, which solves this problem, allowing the agile generation of embedded image processing solutions. Additionally, a methodology is provided, which facilitates the efficient development of image processing embedded solutions in an agile way.
format Artículo
publishedVersion
author Medina, Tomás
Leiva, Lucas
Vázquez, Martín
author_facet Medina, Tomás
Leiva, Lucas
Vázquez, Martín
author_sort Medina, Tomás
title Platform for the Development of Image Processing Applications on Xilinx SoC FPGAs
title_short Platform for the Development of Image Processing Applications on Xilinx SoC FPGAs
title_full Platform for the Development of Image Processing Applications on Xilinx SoC FPGAs
title_fullStr Platform for the Development of Image Processing Applications on Xilinx SoC FPGAs
title_full_unstemmed Platform for the Development of Image Processing Applications on Xilinx SoC FPGAs
title_sort platform for the development of image processing applications on xilinx soc fpgas
publisher FIUBA
publishDate 2020
url https://elektron.fi.uba.ar/elektron/article/view/109
https://repositoriouba.sisbi.uba.ar/gsdl/cgi-bin/library.cgi?a=d&c=elektron&d=109_oai
work_keys_str_mv AT medinatomas platformforthedevelopmentofimageprocessingapplicationsonxilinxsocfpgas
AT leivalucas platformforthedevelopmentofimageprocessingapplicationsonxilinxsocfpgas
AT vazquezmartin platformforthedevelopmentofimageprocessingapplicationsonxilinxsocfpgas
AT medinatomas plataformaparaprocesamientodeimagenessobresocfpgadexilinx
AT leivalucas plataformaparaprocesamientodeimagenessobresocfpgadexilinx
AT vazquezmartin plataformaparaprocesamientodeimagenessobresocfpgadexilinx
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