Publication detail

Evolutionary design and optimization of Wavelet Transforms for image compression in embedded systems

SALVADOR, R. MORENO, F. RIESGO, T. SEKANINA, L.

Original Title

Evolutionary design and optimization of Wavelet Transforms for image compression in embedded systems

Type

article in a collection out of WoS and Scopus

Language

English

Original Abstract

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.

Keywords

evolution strategy, image compression, wavelet transform, embedded system

Authors

SALVADOR, R.; MORENO, F.; RIESGO, T.; SEKANINA, L.

RIV year

2010

Released

25. 6. 2010

Publisher

IEEE Computer Society

Location

Los Alamitos

ISBN

978-1-4244-5888-2

Book

Proc. of the 2010 NASA/ESA Conference on Adaptive Hardware and Systems

Pages from

177

Pages to

184

Pages count

8

BibTex

@inproceedings{BUT35525,
  author="Ruben {Salvador} and Felix {Moreno} and Teresa {Riesgo} and Lukáš {Sekanina}",
  title="Evolutionary design and optimization of Wavelet Transforms for image compression in embedded systems",
  booktitle="Proc. of the 2010 NASA/ESA Conference on Adaptive Hardware and Systems",
  year="2010",
  pages="177--184",
  publisher="IEEE Computer Society",
  address="Los Alamitos",
  isbn="978-1-4244-5888-2"
}