Objective image quality assessment of multiframe super-resolution methods
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F13%3A00208437" target="_blank" >RIV/68407700:21230/13:00208437 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1109/RadioElek.2013.6530929" target="_blank" >http://dx.doi.org/10.1109/RadioElek.2013.6530929</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/RadioElek.2013.6530929" target="_blank" >10.1109/RadioElek.2013.6530929</a>
Alternative languages
Result language
angličtina
Original language name
Objective image quality assessment of multiframe super-resolution methods
Original language description
Super-resolution (SR) represents a class of signal processing methods allowing to create a high resolution image (HR) from several low resolution images (LR) of the same scene. Therefore, high spatial frequency information can be recovered. Applicationsmay include but are not limited to HDTV, biological imaging, surveillance, forensic investigation. In this paper, a survey of SR methods is provided with focus on the non-uniform interpolation SR approach because of its lower computational demand. Basedon this survey eight SR reconstruction algorithms were implemented. Performance of these algorithms was evaluated by means of objective image quality criteria PSNR, MSSIM and computational complexity to determine the most suitable algorithm for real video applications. The algorithm should be reasonably computationally efficient to process a large number of color images and achieve good image quality for input videos with various characteristics. This algorithm has been successfully appl
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
JA - Electronics and optoelectronics
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)
Others
Publication year
2013
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Proceedings of 23th International Conference RADIOELEKTRONIKA 2013
ISBN
978-1-4673-5516-2
ISSN
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e-ISSN
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Number of pages
6
Pages from-to
267-272
Publisher name
Univerzita Pardubice
Place of publication
Pardubice
Event location
Pardubice
Event date
Apr 16, 2013
Type of event by nationality
EUR - Evropská akce
UT code for WoS article
000326877900048