Title :
MultiSOM: a multimap extension of the SOM model. Application to information discovery in an iconographic context
Author :
Lamirel, Jean-Charles
Author_Institution :
LORIA, Vandoeuvre-les-Nancy, France
fDate :
6/24/1905 12:00:00 AM
Abstract :
This paper describes an experimentation of the MultiSOM model for information discovery and/or information retrieval tasks in an iconographic context. The MultiSOM model represents the multi-map extension of the Kohonen SOM model. MultiSOM introduces the concepts of viewpoints and dynamic fuzzy deduction into the information analysis concept with its multi-maps displays and its inter-map communication process
Keywords :
image retrieval; self-organising feature maps; MultiSOM; SOM model; dynamic fuzzy deduction; iconographic information discovery; information retrieval tasks; inter-map communication process; multimap displays; multimap extension; viewpoints; Context modeling; Displays; Image classification; Image converters; Image databases; Image retrieval; Information analysis; Information retrieval; Prototypes; Psychology;
Conference_Titel :
Neural Networks, 2002. IJCNN '02. Proceedings of the 2002 International Joint Conference on
Conference_Location :
Honolulu, HI
Print_ISBN :
0-7803-7278-6
DOI :
10.1109/IJCNN.2002.1007790
