Unsupervised change detection in satellite images using principal component analysis and κ-means clustering

Unsupervised change detection in satellite images using principal component analysis and κ-means clustering

10.1109/LGRS.2009.2025059

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Bibliographic Details
Main Author: Celik, T.
Other Authors: CHEMISTRY
Format: Article
Published: 2014
Subjects:
κ-means clustering
Change detection
Multitemporal satellite images
Optical images
Principal component analysis (PCA)
Remote sensing
Online Access:http://scholarbank.nus.edu.sg/handle/10635/95380
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Institution: National University of Singapore
id sg-nus-scholar.10635-95380
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spelling sg-nus-scholar.10635-953802023-10-29T22:32:58Z Unsupervised change detection in satellite images using principal component analysis and κ-means clustering Celik, T. CHEMISTRY κ-means clustering Change detection Multitemporal satellite images Optical images Principal component analysis (PCA) Remote sensing 10.1109/LGRS.2009.2025059 IEEE Geoscience and Remote Sensing Letters 6 4 772-776 2014-10-16T08:47:08Z 2014-10-16T08:47:08Z 2009-10 Article Celik, T. (2009-10). Unsupervised change detection in satellite images using principal component analysis and κ-means clustering. IEEE Geoscience and Remote Sensing Letters 6 (4) : 772-776. ScholarBank@NUS Repository. https://doi.org/10.1109/LGRS.2009.2025059 1545598X http://scholarbank.nus.edu.sg/handle/10635/95380 000270761500033 Scopus
institution National University of Singapore
building NUS Library
continent Asia
country Singapore
Singapore
content_provider NUS Library
collection ScholarBank@NUS
topic κ-means clustering
Change detection
Multitemporal satellite images
Optical images
Principal component analysis (PCA)
Remote sensing
spellingShingle κ-means clustering
Change detection
Multitemporal satellite images
Optical images
Principal component analysis (PCA)
Remote sensing
Celik, T.
Unsupervised change detection in satellite images using principal component analysis and κ-means clustering
description 10.1109/LGRS.2009.2025059
author2 CHEMISTRY
author_facet CHEMISTRY
Celik, T.
format Article
author Celik, T.
author_sort Celik, T.
title Unsupervised change detection in satellite images using principal component analysis and κ-means clustering
title_short Unsupervised change detection in satellite images using principal component analysis and κ-means clustering
title_full Unsupervised change detection in satellite images using principal component analysis and κ-means clustering
title_fullStr Unsupervised change detection in satellite images using principal component analysis and κ-means clustering
title_full_unstemmed Unsupervised change detection in satellite images using principal component analysis and κ-means clustering
title_sort unsupervised change detection in satellite images using principal component analysis and κ-means clustering
publishDate 2014
url http://scholarbank.nus.edu.sg/handle/10635/95380
_version_ 1781786256030564352

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