Publication Details
New Non-Separable Lifting Scheme for Images
Bařina David, Ing., Ph.D. (DCGM FIT BUT)
Zemčík Pavel, prof. Dr. Ing. (DCGM FIT BUT)
discrete wavelet transform, lifting scheme
The paper proposes new spatial lifting scheme for images. Compared with recently proposed non-separable structure, the proposed scheme reduces the number of operations.
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.
@INPROCEEDINGS{FITPUB11246,
author = "Michal Kula and David Ba\v{r}ina and Pavel Zem\v{c}\'{i}k",
title = "New Non-Separable Lifting Scheme for Images",
pages = "292--295",
booktitle = "Proceedings of 2016 IEEE International Conference on Signal and Image Processing",
year = 2016,
location = "Beijing, CN",
publisher = "Institute of Electrical and Electronics Engineers",
ISBN = "978-1-5090-2375-2",
doi = "10.1109/SIPROCESS.2016.7888270",
language = "english",
url = "https://www.fit.vut.cz/research/publication/11246"
}