Development of transferable rule-sets for urban areas using QuickBird satellite imagery

Development of transferable rule-sets for urban areas using QuickBird satellite imagery

Although rule-based object-based classification can often perform better than the supervised approaches, its attribute selection is very time consuming and hardly transferable between different urban areas. The purpose of this study is to identify transferable rule-sets for different areas from Quic...

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Main Authors: Tathiri, Anahita, Mohd Shafri, Helmi Zulhaidi, Hamedianfar, Alireza
Format: Conference or Workshop Item
Language:English
Published: IEEE 2014
Online Access:http://psasir.upm.edu.my/id/eprint/29624/1/Development%20of%20transferable%20rule-sets%20for%20urban%20areas%20using%20QuickBird%20satellite%20imagery.pdf
http://psasir.upm.edu.my/id/eprint/29624/
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Institution: Universiti Putra Malaysia
Language: English
id my.upm.eprints.29624
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spelling my.upm.eprints.296242016-08-03T03:37:57Z http://psasir.upm.edu.my/id/eprint/29624/ Development of transferable rule-sets for urban areas using QuickBird satellite imagery Tathiri, Anahita Mohd Shafri, Helmi Zulhaidi Hamedianfar, Alireza Although rule-based object-based classification can often perform better than the supervised approaches, its attribute selection is very time consuming and hardly transferable between different urban areas. The purpose of this study is to identify transferable rule-sets for different areas from QuickBird satellite imagery for urban areas consisting heterogeneous man-made and natural features. Object-based classification was used in this research, and a mathematical method was proposed for rule transferability for different urban areas. IEEE 2014 Conference or Workshop Item PeerReviewed application/pdf en http://psasir.upm.edu.my/id/eprint/29624/1/Development%20of%20transferable%20rule-sets%20for%20urban%20areas%20using%20QuickBird%20satellite%20imagery.pdf Tathiri, Anahita and Mohd Shafri, Helmi Zulhaidi and Hamedianfar, Alireza (2014) Development of transferable rule-sets for urban areas using QuickBird satellite imagery. In: 2014 IEEE International Conference on Aerospace Electronics and Remote Sensing Technology (ICARES 2014), 13-14 Nov. 2014, Sheraton Mustika Hotel, Yogyakarta, Indonesia. (pp. 229-233). 10.1109/ICARES.2014.7024390
institution Universiti Putra Malaysia
building UPM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Putra Malaysia
content_source UPM Institutional Repository
url_provider http://psasir.upm.edu.my/
language English
description Although rule-based object-based classification can often perform better than the supervised approaches, its attribute selection is very time consuming and hardly transferable between different urban areas. The purpose of this study is to identify transferable rule-sets for different areas from QuickBird satellite imagery for urban areas consisting heterogeneous man-made and natural features. Object-based classification was used in this research, and a mathematical method was proposed for rule transferability for different urban areas.
format Conference or Workshop Item
author Tathiri, Anahita
Mohd Shafri, Helmi Zulhaidi
Hamedianfar, Alireza
spellingShingle Tathiri, Anahita
Mohd Shafri, Helmi Zulhaidi
Hamedianfar, Alireza
Development of transferable rule-sets for urban areas using QuickBird satellite imagery
author_facet Tathiri, Anahita
Mohd Shafri, Helmi Zulhaidi
Hamedianfar, Alireza
author_sort Tathiri, Anahita
title Development of transferable rule-sets for urban areas using QuickBird satellite imagery
title_short Development of transferable rule-sets for urban areas using QuickBird satellite imagery
title_full Development of transferable rule-sets for urban areas using QuickBird satellite imagery
title_fullStr Development of transferable rule-sets for urban areas using QuickBird satellite imagery
title_full_unstemmed Development of transferable rule-sets for urban areas using QuickBird satellite imagery
title_sort development of transferable rule-sets for urban areas using quickbird satellite imagery
publisher IEEE
publishDate 2014
url http://psasir.upm.edu.my/id/eprint/29624/1/Development%20of%20transferable%20rule-sets%20for%20urban%20areas%20using%20QuickBird%20satellite%20imagery.pdf
http://psasir.upm.edu.my/id/eprint/29624/
_version_ 1643829816400543744

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