• P-ISSN 0974-6846 E-ISSN 0974-5645

Indian Journal of Science and Technology


Indian Journal of Science and Technology

Year: 2018, Volume: 11, Issue: 19, Pages: 1-6

Original Article

An Efficient System for Detecting Forest Fire using Spatial Data


Objectives: To detect fire in forest areas using spatial information. Methods/Statistical Analysis: The spatial data help in finding the areas powerless against woodland fire with the guide of Image handling. The Fuzzy C Mean algorithm is employed in design of the effective system. Initially, the images with the presence of fires are converted from RGB to XYZ color space. These images are clustered using FCM algorithm which locates the regions of fire. Findings: At first, the pictures with the nearness of flames are changed over from RGB to XYZ shading space. Thus, the XYZ shading space estimations of pixels which are bunched for recognizing the nearness of flames. Subsequently our composed successful framework will help the general population in reconnaissance to recognize timberland fires and to take suitable activities. Application/Improvements: This system is designed and produces the effective result for the people in surveillance of fire areas.

Keywords: CIE, Fuzzy C Means Clustering, K Means Clustering, XYZ 


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