Biogeography based Satellite Image Classification

Details Biogeography based Satellite Image Classification Biogeography based Satellite Image Classification

2009-12-05

arxiv.org/abs/0912.1009v1

International Journal of Computer Science and Information Security, IJCSIS, Vol. 6, No. 2, pp. 269-274, November 2009, USA

Computer Science

Computer Vision and Pattern Recognition

6 pages IEEE format, International Journal of Computer Science and Information Security, IJCSIS November 2009, ISSN 1947 5500,

Scientific paper

Biogeography is the study of the geographical distribution of biological organisms. The mindset of the engineer is that we can learn from nature. Biogeography Based Optimization is a burgeoning nature inspired technique to find the optimal solution of the problem. Satellite image classification is an important task because it is the only way we can know about the land cover map of inaccessible areas. Though satellite images have been classified in past by using various techniques, the researchers are always finding alternative strategies for satellite image classification so that they may be prepared to select the most appropriate technique for the feature extraction task in hand. This paper is focused on classification of the satellite image of a particular land cover using the theory of Biogeography based Optimization. The original BBO algorithm does not have the inbuilt property of clustering which is required during image classification. Hence modifications have been proposed to the original algorithm and the modified algorithm is used to classify the satellite image of a given region. The results indicate that highly accurate land cover features can be extracted effectively when the proposed algorithm is used.

Affiliated with

Also associated with

No associations

Rating

Biogeography based Satellite Image Classification does not yet have a rating. At this time, there are no reviews or comments for this scientific paper.

If you have personal experience with Biogeography based Satellite Image Classification, we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and Biogeography based Satellite Image Classification will most certainly appreciate the feedback.

Rate now

Comments { 0 }

Profile ID: LFWR-SCP-O-706474