Book

BAŘINA David. Lifting Scheme Cores for Wavelet Transform. Brno: Publishing house of Brno University of Technology VUTIUM, 2016. ISBN 978-80-214-5378-4.
Publication language:english
Original title:Lifting Scheme Cores for Wavelet Transform
Title (cs):Jádra schématu lifting pro vlnkovou transformaci
Pages:1-30
Series:Edice PhD Thesis, sv. 814
Place:Brno, CZ
Year:2016
ISBN:978-80-214-5378-4
Publisher:Publishing house of Brno University of Technology VUTIUM
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Keywords
discrete wavelet transform, lifting scheme, Cohen-Daubechies-Feauveau wavelet, SIMD, CPU cache, parallelization, JPEG 2000
Annotation
The thesis focuses on efficient computation of the two-dimensional discrete wavelet transform.
Abstract
The thesis focuses on efficient computation of the two-dimensional discrete wavelet transform. The state-of-the-art methods are extended in several ways to perform the transform in a single loop, possibly in a multi-scale fashion, using a compact streaming core. This core can further be appropriately reorganized to target the minimization of certain platform resources. The approach presented here nicely fits into common SIMD extensions, exploits the cache hierarchy of modern general-purpose processors, and is suitable for parallel evaluation. Finally, the approach presented is incorporated into the JPEG 2000 compression chain, in which it has proven to be fundamentally faster than widely used implementations.
BibTeX:
@BOOK{
   author = {David Ba{\v{r}}ina},
   title = {Lifting Scheme Cores for Wavelet Transform},
   pages = {1--30},
   series = {Edice PhD Thesis, sv. 814},
   year = {2016},
   location = {Brno, CZ},
   publisher = {Publishing house of Brno University of Technology VUTIUM},
   ISBN = {978-80-214-5378-4},
   language = {english},
   url = {http://www.fit.vutbr.cz/research/view_pub.php?id=11249}
}

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