Title :
Supervised learning of descriptions for image recognition purposes
Author :
Pellegretti, P. ; Roli, Fabio ; Serpico, Sebastiano B. ; Vernazza, Gianni
Author_Institution :
Dept. of Biophys. & Electron. Eng., Genoa Univ., Italy
fDate :
1/1/1994 12:00:00 AM
Abstract :
This study deals with a learning system for generation of descriptions of objects to be recognized in 2-D images. After proposing a framework for handling fuzzy and relational descriptions, we present the system obtained by making such a framework manage a well-known learning methodology. Satisfactory results and comparisons are reported
Keywords :
fuzzy set theory; image recognition; learning (artificial intelligence); 2D images; description learning; fuzzy descriptions; image recognition; relational descriptions; supervised learning; Biomedical imaging; Classification algorithms; Fuzzy systems; Image analysis; Image recognition; Learning systems; Machine learning; Power system management; Supervised learning; Testing;
Journal_Title :
Pattern Analysis and Machine Intelligence, IEEE Transactions on
