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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Universidad de Tarapacá.
2012
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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 |
_version_ |
1714203398746669056 |