Clustering the Vegetation Areas using Fuzzy C-Means Algorithm
N. Saranya1, N. Kanthimathi2, A. Shyamalaprasanna3, S. Vidhya4, S. Dharani5
1Mrs. N. Saranya M.Tech*, Faculty of Electronics and communication Engineering ,Bannari Amman Institute of Technology, Sathiyamangalam, Erode.
2Mrs. Dr. N. Kanthimathi*, Faculty of Electronics and communication Engineering ,Bannari Amman Institute of Technology, Sathiyamangalam, Erode.
3Ms. A. Shyamalaprasanna.M.E*, Faculty of Electronics and communication Engineering ,Bannari Amman Institute of Technology, Sathiyamangalam, Erode.
4Ms. S. Vidhya, PG Scholar of Electronics and communication Engineering, Bannari Amman Institute of Technology, Sathiyamangalam, Erode.
5Ms. S. Dharani, PG Scholar of Electronics and communication Engineering, Bannari Amman Institute of Technology, Sathiyamangalam, Erode.
Manuscript received on May 06, 2020. | Revised Manuscript received on May 15, 2020. | Manuscript published on June 30, 2020. | PP: 1841-1844 | Volume-9 Issue-5, June 2020. | Retrieval Number: C5493029320/2020©BEIESP | DOI: 10.35940/ijeat.C5493.029320
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© The Authors. Blue Eyes Intelligence Engineering and Sciences Publication (BEIESP). This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/)
Abstract: To detect the vegetation land from google earth image and clustered that vegetation land to get the different clusters and so the area of clustered land is calculated. The detection is done by land cover classification usingafuzzy Cmeans clustering because it overcomes the disadvantage of Kmeans clustering algorithm because that clustered land is based on the land attributes not a particular distance.The exhibition of the FCM algorithm relies upon the choice of the primary cluster focus and the primary enrollment esteem. On the off chance that best primary cluster focus that is near the real, last cluster focus can be discovered, the FCM algorithm quickly cover the particular area and the preparing time can be radically decreased. Which altogether diminishes the calculation time required to segment a dataset into desired clusters?
Keywords: Fuzzy C means clustering, vegetated land, empty land, buildings and paths.