Článek ve sborníku konference

KUČIŠ Michal, BAŘINA David, KULA Michal a ZEMČÍK Pavel. 2-D Discrete Wavelet Transform Using GPU. In: 5th Workshop on Application for Multi-Core Architectures. Paris: IEEE Computer Society, 2014, s. 1-6. ISBN 978-1-4799-7014-8.
Jazyk publikace:angličtina
Název publikace:2-D Discrete Wavelet Transform Using GPU
Název (cs):2D diskrétní vlnková transformace na GPU
Sborník:5th Workshop on Application for Multi-Core Architectures
Konference:5th Workshop on Application for Multi-Core Architectures
Místo vydání:Paris, FR
Vydavatel:IEEE Computer Society
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diskrétní vlnková transformace, schéma lifting, grafická karta
Tato publikace uvádí nový algoritmus výpočtu 2D diskrétní vlnkové transformace (DWT) pomocí schématu lifting s použitím OpenCL na GPU.
With the wide spread of the discrete wavelet transform, the need for its efficient implementation becomes increasingly important. This work presents an improved version of an algorithm suitable to compute the 2-D discrete wavelet transform on GPU. Depending on the GPU platform, it is suitable to split the 2-D transform computation into separated horizontal and vertical passes. Considering the horizontal passes, we have examined and chosen the best performing method among the already known ones. Furthermore, we have adapted this method for an existing algorithm computing the vertical transform pass. This step helps to reduce several synchronizations and arithmetic operations in the utilized computation scheme. For large data, the proposed vertical method achieves speed-up about 30% compared to the current state of the art methods. In contrast to previously published works, the presented approach is built on the OpenCL parallel programming framework.
   author = {Michal Ku{\v{c}}i{\v{s}} and David Ba{\v{r}}ina
	and Michal Kula and Pavel Zem{\v{c}}{\'{i}}k},
   title = {2-D Discrete Wavelet Transform Using GPU},
   pages = {1--6},
   booktitle = {5th Workshop on Application for Multi-Core Architectures},
   year = 2014,
   location = {Paris, FR},
   publisher = {IEEE Computer Society},
   ISBN = {978-1-4799-7014-8},
   doi = {10.1109/SBAC-PADW.2014.13},
   language = {english},
   url = {http://www.fit.vutbr.cz/research/view_pub.php.cs.iso-8859-2?id=10721}

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