Uncertainty Analysis for Spatial Image Extractions in the context of Ontology and Fuzzy C-Means Algorithm

Dr. Md.Sarwar kamal; Sonia Farhana Nimmy; Linkon Chowdhury

Uncertainty Analysis for Spatial Image Extractions in the context of Ontology and Fuzzy C-Means Algorithm

Dr. Md.Sarwar kamal * §

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Sonia Farhana Nimmy

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Linkon Chowdhury

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§ BGC Trust Uiversity Bangladesh

Uncertainty Analysis for Spatial Image Extractions in the context of Ontology and Fuzzy C-Means Algorithm

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Abstract

This paper emphasis on spatial feature extractions and selection techniques adopted in content based image retrieval that uses the visual content of a still image to search for similar images in large scale image databases, according to a user’s interest. The content based image retrieval problem is motivated by the need to search the exponentially increasing space of image databases efficiently and effectively. It is also possible to classify the remotely sensed image to represent the specific feature of the target images. In this research we first imposed the Fuzzy C-means algorithm to our sample image and observed its value. After getting the experimental result from Fuzzy Cmeans we have had designed Ontological Matching algorithm which aftereffect better than the previous one. We have had espy that our Ontological Matching algorithm is twenty (20%) percent better than Fuzzy C-means algorithm.

References

13 Cites in Article

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Funding

No external funding was declared for this work.

Conflict of Interest

The authors declare no conflict of interest.

Ethical Approval

No ethics committee approval was required for this article type.

Data Availability

Not applicable for this article.

How to Cite This Article

Dr. Md.Sarwar kamal, Sonia Farhana Nimmy, Linkon Chowdhury. 2012. "Uncertainty Analysis for Spatial Image Extractions in the context of Ontology and Fuzzy C-Means Algorithm". Global Journal of Computer Science and Technology - F: Graphics & Vision GJCST-F Volume 12 (GJCST Volume 12 Issue F10).

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GJCST Volume 12 Issue F10

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Journal Specifications

Crossref Journal DOI 10.17406/gjcst

Print ISSN 0975-4350

e-ISSN 0975-4172

Keywords

feature selection Fuzzy C-means algorithm Fuzzy logic Ontological Matching Algorithm Spatial Feature Extractions

Classification

GJCST-F Classification I.4.8

Submission ReceivedFebruary 14, 2012
Peer Review Double Blind
Handling Editor
Accepted March 5, 2012
Published March 15, 2012

Version of record

v1.2

Issue date

June 20, 2012

Language

English

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Article Matrices

Total Score: 148

Country: Bangladesh

Subject: Global Journal of Computer Science and Technology

Authors: Dr. Md.Sarwar kamal, Sonia Farhana Nimmy, Linkon Chowdhury (PhD/Dr. count: 1)

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Publish Date: 2012 03, Thu

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