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Title: :  Land Use/ Cover Indices Classification of Satellite Images using Multiclass-SVM
PaperId: :  10743
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 5 Issue 4 2019
DUI:    16.0415/IJARIIE-10743
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Moe Moe ThuUniversity of Computer Studies(Pathein)
ReenuUniversity of Computer Studies(Pathein)
Su Wit Yi AungUniversity of Computer Studies(Thahton)

Abstract

Artificial Intelligence
land cover indices classification, Multiclass-SVM, Satellite Images
Land use and land cover information has become a vital component in current strategies for managing natural resources and monitoring environmental changes. For detection and classification of land cover, remote sensing has long been used as an excellent source of data for finding different types of data attribute present in the land cover. This paper presents land cover indices classification of satellite images using Multiclass-SVM classification algorithm. In this paper, four land cover indices: (1) building index, (2) water index, (3) vegetation index and (4) road index are classified. Then, confusion matrix is used to determine the accuracy of classifier for four different land cover indices.

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IJARIIE Moe Moe Thu, Reenu, and Su Wit Yi Aung. "Land Use/ Cover Indices Classification of Satellite Images using Multiclass-SVM" International Journal Of Advance Research And Innovative Ideas In Education Volume 5 Issue 4 2019 Page 1295-1299
MLA Moe Moe Thu, Reenu, and Su Wit Yi Aung. "Land Use/ Cover Indices Classification of Satellite Images using Multiclass-SVM." International Journal Of Advance Research And Innovative Ideas In Education 5.4(2019) : 1295-1299.
APA Moe Moe Thu, Reenu, & Su Wit Yi Aung. (2019). Land Use/ Cover Indices Classification of Satellite Images using Multiclass-SVM. International Journal Of Advance Research And Innovative Ideas In Education, 5(4), 1295-1299.
Chicago Moe Moe Thu, Reenu, and Su Wit Yi Aung. "Land Use/ Cover Indices Classification of Satellite Images using Multiclass-SVM." International Journal Of Advance Research And Innovative Ideas In Education 5, no. 4 (2019) : 1295-1299.
Oxford Moe Moe Thu, Reenu, and Su Wit Yi Aung. 'Land Use/ Cover Indices Classification of Satellite Images using Multiclass-SVM', International Journal Of Advance Research And Innovative Ideas In Education, vol. 5, no. 4, 2019, p. 1295-1299. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Land_Use__Cover_Indices_Classification_of_Satellite_Images_using_Multiclass_SVM_ijariie10743.pdf (Accessed : ).
Harvard Moe Moe Thu, Reenu, and Su Wit Yi Aung. (2019) 'Land Use/ Cover Indices Classification of Satellite Images using Multiclass-SVM', International Journal Of Advance Research And Innovative Ideas In Education, 5(4), pp. 1295-1299IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Land_Use__Cover_Indices_Classification_of_Satellite_Images_using_Multiclass_SVM_ijariie10743.pdf (Accessed : )
IEEE Moe Moe Thu, Reenu, and Su Wit Yi Aung, "Land Use/ Cover Indices Classification of Satellite Images using Multiclass-SVM," International Journal Of Advance Research And Innovative Ideas In Education, vol. 5, no. 4, pp. 1295-1299, Jul-Aug 2019. [Online]. Available: https://ijariie.com/AdminUploadPdf/Land_Use__Cover_Indices_Classification_of_Satellite_Images_using_Multiclass_SVM_ijariie10743.pdf [Accessed : ].
Turabian Moe Moe Thu, Reenu, and Su Wit Yi Aung. "Land Use/ Cover Indices Classification of Satellite Images using Multiclass-SVM." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 5 number 4 ().
Vancouver Moe Moe Thu, Reenu, and Su Wit Yi Aung. Land Use/ Cover Indices Classification of Satellite Images using Multiclass-SVM. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2019 [Cited : ]; 5(4) : 1295-1299. Available from: https://ijariie.com/AdminUploadPdf/Land_Use__Cover_Indices_Classification_of_Satellite_Images_using_Multiclass_SVM_ijariie10743.pdf
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