Conference paper

SALVADOR Ruben, MORENO Felix, RIESGO Teresa and SEKANINA Lukáš. Evolutionary design and optimization of Wavelet Transforms for image compression in embedded systems. In: Proc. of the 2010 NASA/ESA Conference on Adaptive Hardware and Systems. Los Alamitos: IEEE Computer Society, 2010, pp. 177-184. ISBN 978-1-4244-5888-2.
Publication language:english
Original title:Evolutionary design and optimization of Wavelet Transforms for image compression in embedded systems
Title (cs):Evoluční návrh a optimalizace vlnkové transformace pro kompresi obrazu ve vestavěných systémech
Pages:177-184
Proceedings:Proc. of the 2010 NASA/ESA Conference on Adaptive Hardware and Systems
Conference:NASA/ESA Conference on Adaptive Hardware and Systems 2010
Place:Los Alamitos, US
Year:2010
ISBN:978-1-4244-5888-2
Publisher:IEEE Computer Society
Keywords
evolution strategy, image compression, wavelet transform, embedded system
Annotation
This paper describes the initial studies of an Evolution Strategy aimed at implementation on embedded systems for the evolution of Wavelet Transforms for image compression. Previous works in the literature have already been proved useful for this application, but they are highly computationally intensive. Therefore, the work described here, deals with the simplifications made to those algorithms to reduce their computing requirements. Several optimizations have been done
in the evaluation phase and in the EA operators. The results presented show how the proposed algorithm cut outs still allow for good results to be achieved, while effectively reducing the computing requirements.
BibTeX:
@INPROCEEDINGS{
   author = {Ruben Salvador and Felix Moreno and Teresa Riesgo and
	Luk{\'{a}}{\v{s}} Sekanina},
   title = {Evolutionary design and optimization of Wavelet Transforms
	for image compression in embedded systems},
   pages = {177--184},
   booktitle = {Proc. of the 2010 NASA/ESA Conference on Adaptive Hardware
	and Systems},
   year = {2010},
   location = {Los Alamitos, US},
   publisher = {IEEE Computer Society},
   ISBN = {978-1-4244-5888-2},
   language = {english},
   url = {http://www.fit.vutbr.cz/research/view_pub.php?id=9244}
}

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