Parallel implementation of collaborative filtering technique for denoising of CT images
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27230%2F16%3A86098890" target="_blank" >RIV/61989100:27230/16:86098890 - isvavai.cz</a>
Alternative codes found
RIV/61989100:27240/16:86098890 RIV/61989100:27740/16:86098890
Result on the web
<a href="http://link.springer.com/chapter/10.1007/978-3-319-40361-8_9" target="_blank" >http://link.springer.com/chapter/10.1007/978-3-319-40361-8_9</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-319-40361-8_9" target="_blank" >10.1007/978-3-319-40361-8_9</a>
Alternative languages
Result language
angličtina
Original language name
Parallel implementation of collaborative filtering technique for denoising of CT images
Original language description
In the paper parallelization of the collaborative filtering technique for image denoising is presented. The filter is compared with several other available methods for image denoising such as Anisotropic diffusion, Wavelet packets, Total Variation denoising, Gaussian blur, Adaptive Wiener filter and Non-Local Means filter. Application of the filter is intended for denoising of the medical CT images as a part of image pre-processing before image segmentation. The paper is evaluating the filter denoising quality and describes effective parallelization of the filtering algorithm. Results of the parallelization are presented in terms of strong and weak scalability together with algorithm speed-up compared to the typical sequential version of the algorithm. (C) Springer International Publishing Switzerland 2016.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
IN - Informatics
OECD FORD branch
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Result continuities
Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach
Others
Publication year
2016
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Volume 9611
ISBN
978-3-319-40360-1
ISSN
0302-9743
e-ISSN
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Number of pages
15
Pages from-to
126-140
Publisher name
Springer
Place of publication
New York
Event location
Soláň
Event date
May 25, 2015
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000386324600009