Tuning of a hierarchical fuzzy system for video de-interlacing

Open Access

Abstract

Trabajo presentado al Fuzzy Systems celebrado en Barcelona del 18 al 23 de julio de 2010. ; The 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. ; This work was partially supported by MOBY-DIC project FP7-INFSO-ICT-248858 (www.mobydic-project.eu) from European Community, TEC2008-04920 from the Spanish Ministry of Science and Innovation, and P08-TIC-03674 from the Andalusian regional Government. ; Peer Reviewed