Author:
Hema Nair
Affiliation:
C.T.R.F., India
Keyword(s):
Data mining, pattern recognition, image analysis, feature extraction, blackboard component, linguistic summary, intelligent system.
Related
Ontology
Subjects/Areas/Topics:
Advanced Applications of Fuzzy Logic
;
Artificial Intelligence
;
Artificial Intelligence and Decision Support Systems
;
Biomedical Engineering
;
Business Analytics
;
Data Engineering
;
Data Mining
;
Databases and Information Systems Integration
;
Datamining
;
Enterprise Information Systems
;
Evolutionary Programming
;
Health Information Systems
;
Sensor Networks
;
Signal Processing
;
Soft Computing
;
Verification and Validation of Knowledge-Based Systems
Abstract:
This paper presents an enhanced system developed in Java® for pattern recognition and pattern summarisation in multi-band (RGB) satellite images. Patterns such as island, land, water body, river, fire, urban settlement in such images are extracted and summarised in linguistic terms using fuzzy sets. Some elements of supervised classification are utilised in the system to assist in the development of linguistic summaries. Results of testing the system to analyse and summarise patterns in SPOT MS images and LANDSAT images are also discussed.