Faculty of Information Technology, BUT

Publication Details

High level validation of an optimization algorithm for the implementation of adaptive Wavelet Transforms in FPGAs

SALVADOR Ruben, MORENO Felix, RIESGO Teresa and SEKANINA Lukáš. High level validation of an optimization algorithm for the implementation of adaptive Wavelet Transforms in FPGAs. In: Proc. of 13th Euromicro Conference on Digital System Design. Los Alamitos: IEEE Computer Society, 2010, pp. 96-103. ISBN 978-0-7695-4171-6.
Czech title
Vysokoúrovňová validace a optimalizace algoritmu adaptivní vlnkové transformace v FPGA
Type
conference paper
Language
english
Authors
Salvador Ruben (UPN)
Moreno Felix (UPN)
Riesgo Teresa (UPN)
Sekanina Lukáš, prof. Ing., Ph.D. (DCSY FIT BUT)
Keywords
FPGA, evolution strategy, image compression, wavelet transform, embedded system
Abstract
The work reported in this paper describes the steps given towards an FPGA-based implementation of evolvable wavelet transforms for image compression in embedded systems. An Evolutionary Algorithm (EA) for the design and optimization of the transform coefficients is tailored for a suitable System on Chip implementation. Several cut downs on the computing requirements have been done to the original algorithm, adapting it for the FPGA implementation. What this
paper addresses more specifically is the validation of the algorithm using fixed point arithmetic for the whole optimization process. The results show how high quality transforms are evolved from scratch with limited precision arithmetic. Also, preliminary results of the implementation in an FPGA device are included.
Published
2010
Pages
96-103
Proceedings
Proc. of 13th Euromicro Conference on Digital System Design
Conference
13th EUROMICRO Conference on Digital System Design, DSD'2010, Lille, FR
ISBN
978-0-7695-4171-6
Publisher
IEEE Computer Society
Place
Los Alamitos, US
BibTeX
@INPROCEEDINGS{FITPUB9320,
   author = "Ruben Salvador and Felix Moreno and Teresa Riesgo and Luk\'{a}\v{s} Sekanina",
   title = "High level validation of an optimization algorithm for the implementation of adaptive Wavelet Transforms in FPGAs",
   pages = "96--103",
   booktitle = "Proc. of 13th Euromicro Conference on Digital System Design",
   year = 2010,
   location = "Los Alamitos, US",
   publisher = "IEEE Computer Society",
   ISBN = "978-0-7695-4171-6",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/9320"
}
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