Design of image codec based on Bandelet transform using a NIOS II processor

This paper presents the design and implementation of a compression system for grayscale images based on the Bandelet transform. The basis functions of the Bandelet transform are constructed as a set of vectors that indicate the directions in which the image has regular variations of gray. The compre...

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Autores principales: Arteaga,Jaime-Andres, Velasco-Medina,Jaime
Lenguaje:English
Publicado: Universidad de Tarapacá. 2012
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Acceso en línea:http://www.scielo.cl/scielo.php?script=sci_arttext&pid=S0718-33052012000200008
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spelling oai:scielo:S0718-330520120002000082012-10-17Design of image codec based on Bandelet transform using a NIOS II processorArteaga,Jaime-AndresVelasco-Medina,Jaime Bandelet transform hardware acceleration image compression NIOSIIprocessor Wavelet transform This paper presents the design and implementation of a compression system for grayscale images based on the Bandelet transform. The basis functions of the Bandelet transform are constructed as a set of vectors that indicate the directions in which the image has regular variations of gray. The compression system was designed as a SoPC and was composed of a NIOSII processor with a Cyclone IIEP2C70, a touch-panel, and a SD-Card, using 13% of the logic elements and 27% of the memory bits of the FPGA. The Wavelet filters were accelerated in hardware with NIOS II C2H Compiler, obtaining an execution time reduction of 8.8%. Experimental results show that Bandelet compression has an improvement of up to 2 dB over a Wavelet compression when the image has geometric components with high contrast.info:eu-repo/semantics/openAccessUniversidad de Tarapacá.Ingeniare. Revista chilena de ingeniería v.20 n.2 20122012-08-01text/htmlhttp://www.scielo.cl/scielo.php?script=sci_arttext&pid=S0718-33052012000200008en10.4067/S0718-33052012000200008
institution Scielo Chile
collection Scielo Chile
language English
topic Bandelet transform
hardware acceleration
image compression
NIOSIIprocessor
Wavelet transform
spellingShingle Bandelet transform
hardware acceleration
image compression
NIOSIIprocessor
Wavelet transform
Arteaga,Jaime-Andres
Velasco-Medina,Jaime
Design of image codec based on Bandelet transform using a NIOS II processor
description This paper presents the design and implementation of a compression system for grayscale images based on the Bandelet transform. The basis functions of the Bandelet transform are constructed as a set of vectors that indicate the directions in which the image has regular variations of gray. The compression system was designed as a SoPC and was composed of a NIOSII processor with a Cyclone IIEP2C70, a touch-panel, and a SD-Card, using 13% of the logic elements and 27% of the memory bits of the FPGA. The Wavelet filters were accelerated in hardware with NIOS II C2H Compiler, obtaining an execution time reduction of 8.8%. Experimental results show that Bandelet compression has an improvement of up to 2 dB over a Wavelet compression when the image has geometric components with high contrast.
author Arteaga,Jaime-Andres
Velasco-Medina,Jaime
author_facet Arteaga,Jaime-Andres
Velasco-Medina,Jaime
author_sort Arteaga,Jaime-Andres
title Design of image codec based on Bandelet transform using a NIOS II processor
title_short Design of image codec based on Bandelet transform using a NIOS II processor
title_full Design of image codec based on Bandelet transform using a NIOS II processor
title_fullStr Design of image codec based on Bandelet transform using a NIOS II processor
title_full_unstemmed Design of image codec based on Bandelet transform using a NIOS II processor
title_sort design of image codec based on bandelet transform using a nios ii processor
publisher Universidad de Tarapacá.
publishDate 2012
url http://www.scielo.cl/scielo.php?script=sci_arttext&pid=S0718-33052012000200008
work_keys_str_mv AT arteagajaimeandres designofimagecodecbasedonbandelettransformusinganiosiiprocessor
AT velascomedinajaime designofimagecodecbasedonbandelettransformusinganiosiiprocessor
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