Publication Details

New Non-Separable Lifting Scheme for Images

KULA, M.; BAŘINA, D.; ZEMČÍK, P. New Non-Separable Lifting Scheme for Images. In Proceedings of 2016 IEEE International Conference on Signal and Image Processing. Beijing: Institute of Electrical and Electronics Engineers, 2016. p. 292-295. ISBN: 978-1-5090-2375-2.
Czech title
Nové neseparabilní schéma liftingu pro obrazy
Type
conference paper
Language
English
Authors
Kula Michal, Ing., Ph.D. (DCGM)
Bařina David, Ing., Ph.D. (DCGM)
Zemčík Pavel, prof. Dr. Ing., dr. h. c. (DCGM)
Keywords

discrete wavelet transform, lifting scheme

Abstract

The paper proposes new spatial lifting scheme for images. Compared with recently proposed non-separable structure, the proposed scheme reduces the number of operations.

Annotation

We have reduced the number of lifting steps in the calculation of the two-dimensional discrete wavelet transform by factoring the underlying lifting scheme into a new spatial form. Compared with recently proposed non-separable structure, we have reduced also the number of operations. Our scheme is primarily designed for CDF 5/3 and CDF 9/7 wavelets employed in JPEG 2000 image compression standard. In the result, our scheme requires only two steps for 2-D CDF 5/3 transform compared to four steps in the original separable form or three steps in the recent non-separable scheme.

Published
2016
Pages
292–295
Proceedings
Proceedings of 2016 IEEE International Conference on Signal and Image Processing
ISBN
978-1-5090-2375-2
Publisher
Institute of Electrical and Electronics Engineers
Place
Beijing
DOI
10.1109/SIPROCESS.2016.7888270
UT WoS
000405858000059
EID Scopus
2-s2.0-85018670266
BibTeX 
@inproceedings{BUT131012,
  author="Michal {Kula} and David {Bařina} and Pavel {Zemčík}",
  title="New Non-Separable Lifting Scheme for Images",
  booktitle="Proceedings of 2016 IEEE International Conference on Signal and Image Processing",
  year="2016",
  pages="292--295",
  publisher="Institute of Electrical and Electronics Engineers",
  address="Beijing",
  doi="10.1109/SIPROCESS.2016.7888270",
  isbn="978-1-5090-2375-2",
  url="https://www.fit.vut.cz/research/publication/11246/"
}
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