Fuzzy C-Means

Forfattere

  • Vandana Tayal Department of Computer Science, Maharishi Dayanand University, Gurgaon, Haryana, India

Nøgleord:

Membership function, clustering, interface, terrain, trafficability, RGB value and pixels

Resumé

Fuzzy c-means (FCM) incorporates spatial information into the membership function for clustering and uses it for obtaining the enhanced image. The main aim of the project is to develop a user friendly graphical user interface, manipulate and retrieve the data and run models for routing application in terrain trafficability. In the classification process, first clustering is done which involves grouping similar pixels (or forming clusters) in the test image based on RGB value. In the second step, the clustered image is classified by assigning the clusters to a class. Each class is assigned a weight. After classification process is finished, shortest path finding tool was developed and analysed the results with realistic inputs. All this was implemented in Java.Cite this Article Vandana Tayal. Fuzzy C-Means. Journal of Computer Technology & Applications. 2015; 6(3): 10–16p.

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Publiceret

2015-11-05

Nummer

Årg. 6 Nr. 3 (2015)

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