Paper Info
Title
Tuning Of A Hierarchical Fuzzy System For Video De-Interlacing
Abstract
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.
Year
DOI
Venue
2010
10.1109/FUZZY.2010.5584232
2010 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE 2010)
Keywords
Field
DocType
fuzzy system,convolution,tv,pixel,hierarchical system,detectors,tuning,fuzzy systems
Hierarchical control system,Interlacing,Computer science,Artificial intelligence,Fuzzy control system,Computer engineering,Detector,Cad tools,Computer vision,Convolution,Pixel,Cascade,Machine learning
Conference
ISSN
Citations 
PageRank 
1098-7584
0
0.34
References 
Authors
0
3
Name
Order
Citations
PageRank
Piedad Brox Jiménez1333.32
Iluminada Baturone214923.70
Santiago Sánchez-Solano3517.85