ManuScript Details
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Paper Id:
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IJCIRAS1461
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Title:
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LAND USE/COVER CHANGE DETECTION ANALYSIS USING DEEP LEARNING
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| Published in: |
International Journal Of Creative and Innovative Research In All Studies |
| Publisher: |
IJCIRAS |
| ISSN: |
2581-5334 |
| Volume / Issue: |
Volume 2 Issue 7 |
| Pages: |
4
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| Published On: |
12/26/2019 8:07:12 AM (MM/dd/yyyy) |
| PDF Url: |
http://www.ijciras.com/PublishedPaper/IJCIRAS1461.pdf |
Main Author Details
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Name:
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Su Wit Yi Aung |
| Institute: |
University of Technology (Yatanarpon Cyber City), Pyin Oo Lwin, Myanmar |
Co - Author Details
| Author Name |
Author Institute |
| Hnin Aye Thant |
University of Technology (Yatanarpon Cyber City), Pyin Oo Lwin, Myanmar |
Abstract
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Research Area:
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Artificial Intelligence |
| KeyWord: |
Deep Convolutional Neural Network, Google Earth Satellite Images, Multi-labeled land use/ cover change detection, Temporal differencing, Confusion Matrices |
| Abstract: |
In recent years, Deep Convolutional Neural Network (DCNN) has been used increasingly in image change detection works but there is a need to investigate its potential. This study aims to propose a technique for multi-labeled land use/ cover change detection using Google Earth Satellite images with deep convolutional neural network (DCNN). Temporal differencing method is used for calculation of land cover change area. Then the results of land cover classification are analyzed using confusion matrices. According to the tested results, 90.7% of building index, 82.9% road index, 87% of vegetation index and 90% of water index can be correctly classified using DCNN. |
Citations
Copy and paste a formatted citation or use one of the links to import into a bibliography manager and reference.
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IEEE
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Su Wit Yi Aung, Hnin Aye Thant, "LAND USE/COVER CHANGE DETECTION ANALYSIS USING DEEP LEARNING", International Journal Of Creative and Innovative Research In All Studies,
vol. 2, no. 7, pp. 41-44, 2019.
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MLA
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Su Wit Yi Aung, Hnin Aye Thant "LAND USE/COVER CHANGE DETECTION ANALYSIS USING DEEP LEARNING." International Journal Of Creative and Innovative Research In All Studies,
vol 2, no. 7, 2019, pp. 41-44.
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APA
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Su Wit Yi Aung, Hnin Aye Thant (2019). LAND USE/COVER CHANGE DETECTION ANALYSIS USING DEEP LEARNING. International Journal Of Creative and Innovative Research In All Studies,
2(7), 41-44.
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LAND USE/COVER CHANGE DETECTION ANALYSIS USING DEEP LEARNING
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Last downloaded on 19/11/2023
