Title :
Fuzzy-based texture retrieval
Author :
Köppen, Mario ; Ruiz-del-Solar, Javier
Author_Institution :
Dept. of Pattern Recognition, Fraunhofer-Inst. IPK, Berlin, Germany
Abstract :
The purpose of this article is to describe a new texture retrieval system, which is based on the use of fuzzy logic, neuro-fuzzy networks and morphological operators in the processes of qualitative to quantitative textural properties transformation, color and textural features extraction, features fusion, and feature similarity matching. One important characteristic of the proposed architecture is that it takes into account psychological aspects of texture perception and description
Keywords :
feature extraction; fuzzy logic; fuzzy neural nets; image texture; information retrieval; mathematical morphology; visual databases; color features extraction; feature similarity matching; features fusion; fuzzy logic; fuzzy-based texture retrieval; morphological operators; neuro-fuzzy networks; psychology; qualitative-to-quantitative textural properties transformation; textural features extraction; texture description; texture perception; Color; Feature extraction; Fuzzy neural networks; Humans; Image databases; Image retrieval; Information retrieval; Pattern recognition; Psychology; Spatial databases;
Conference_Titel :
Fuzzy Systems, 1997., Proceedings of the Sixth IEEE International Conference on
Conference_Location :
Barcelona
Print_ISBN :
0-7803-3796-4
DOI :
10.1109/FUZZY.1997.616413
