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Article:A hybrid FPAB/BBO Algorithm for Satellite Image Classification
| International Journal of Computer Applications |
| Foundation of Computer Science (FCS), NY, USA |
| Volume 6 - Number 5 |
| Year of Publication: 2010 |
| Authors: Navdeep Kaur Johal, Samandeep Singh, Harish Kundra |
10.5120/1074-1403
|
Navdeep Kaur Johal, Samandeep Singh, Harish Kundra . Article:A hybrid FPAB/BBO Algorithm for Satellite Image Classification. International Journal of Computer Applications. 6, 5 ( September 2010), 31-36. DOI=10.5120/1074-1403
Abstract
In the past years, remote sensing has been used for the classification of satellite image on a very large scale. This paper deals with image classification by using swarm computing technique. In this work, we use a new swarm data clustering method based upon flower pollination by artificial bees to cluster the satellite image pixels. The aim of clustering is to separate a set of data points into self-similar groups. Those clusters will be further classified using Biogeography Based Optimization. The results indicate that highly accurate classification of the satellite image is obtained by using the proposed algorithm.
References
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