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Tuning of a hierarchical fuzzy system for video de-interlacing

AuthorsBrox, Piedad ; Baturone, I. ; Sánchez-Solano, Santiago
Issue Date2010
PublisherInstitute of Electrical and Electronics Engineers
CitationIEEE International Conference on Fuzzy Systems (FUZZ): 1-6 (2010)
AbstractThe tuning of hierarchical fuzzy systems are not supported by the majority of CAD tools available at the market currently. The xfsl tool integrated into Xfuzzy 3 allows the tuning of complex fuzzy systems, for instance, hierarchical systems with modules in cascade. The authors propose the use of this tool for tuning a complex fuzzy system for video de-interlacing in this paper. The parameters obtained after tuning are proven by de-interlacing a wide battery of sequences. The use of tuning techniques improves the quality of de-interlacing and provides an algorithm simplification that facilitates its hardware implementation.
DescriptionTrabajo presentado al Fuzzy Systems celebrado en Barcelona del 18 al 23 de julio de 2010.
Publisher version (URL)http://dx.doi.org/10.1109/FUZZY.2010.5584232
Identifiersdoi: 10.1109/FUZZY.2010.5584232
isbn: 978-1-4244-6919-2
Appears in Collections:(IMSE-CNM) Libros y partes de libros
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