Kernel-Based Framework for Multitemporal and Multisource Remote Sensing Data Classification and Change Detection

G. Camps-Valls; L. Gomez-Chova; J. Munoz-Mari; J.L. Rojo-Alvarez; M. Martinez-Ramon

doi:10.1109/tgrs.2008.916201

Kernel-Based Framework for Multitemporal and Multisource Remote Sensing Data Classification and Change Detection

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2008.916201 ◽

2008 ◽

Vol 46 (6) ◽

pp. 1822-1835 ◽

Cited By ~ 247

Author(s):

G. Camps-Valls ◽

L. Gomez-Chova ◽

J. Munoz-Mari ◽

J.L. Rojo-Alvarez ◽

M. Martinez-Ramon

Keyword(s):

Remote Sensing ◽

Change Detection ◽

Remote Sensing Data ◽

Data Classification ◽

Sensing Data

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Evaluating change detection techniques using remote sensing data: Case study New Administrative Capital Egypt

The Egyptian Journal of Remote Sensing and Space Science ◽

10.1016/j.ejrs.2021.03.001 ◽

2021 ◽

Author(s):

Ahmed Saber ◽

Ibrahim El-Sayed ◽

Mustafa Rabah ◽

Mohamed Selim

Keyword(s):

Remote Sensing ◽

Change Detection ◽

Remote Sensing Data ◽

Detection Techniques ◽

Sensing Data

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Remote Sensing Data Classification Using A Hybrid Pre-Trained VGG16 CNN- SVM Classifier

2021 IEEE Conference of Russian Young Researchers in Electrical and Electronic Engineering (ElConRus) ◽

10.1109/elconrus51938.2021.9396706 ◽

2021 ◽

Author(s):

Nyan Linn Tun ◽

Alexander Gavrilov ◽

Naing Min Tun ◽

Do Minh Trieu ◽

Htet Aung

Keyword(s):

Remote Sensing ◽

Remote Sensing Data ◽

Data Classification ◽

Svm Classifier ◽

Sensing Data

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Integration of Remote Sensing Data and GIS to Facilitate Change Detection in Urban Areas

Urban Ecology ◽

10.1007/978-3-642-88583-9_92 ◽

1998 ◽

pp. 456-460

Author(s):

Florian P. Kressler ◽

Klaus T. Steinnocher

Keyword(s):

Remote Sensing ◽

Change Detection ◽

Urban Areas ◽

Remote Sensing Data ◽

Sensing Data

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Multisource remote sensing data classification based on consensus and pruning

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2003.812000 ◽

2003 ◽

Vol 41 (4) ◽

pp. 932-936 ◽

Cited By ~ 44

Author(s):

J.A. Benediktsson ◽

J.R. Sveinsson

Keyword(s):

Remote Sensing ◽

Remote Sensing Data ◽

Data Classification ◽

Sensing Data

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Combining the matter element model with the associated function of probability transformation for multi-source remote sensing data classification in mountainous regions

ISPRS Journal of Photogrammetry and Remote Sensing ◽

10.1016/j.isprsjprs.2011.10.008 ◽

2012 ◽

Vol 67 ◽

pp. 80-92 ◽

Cited By ~ 27

Author(s):

Ainong Li ◽

Jingang Jiang ◽

Jinhu Bian ◽

Wei Deng

Keyword(s):

Remote Sensing ◽

Remote Sensing Data ◽

Data Classification ◽

Element Model ◽

Sensing Data ◽

Mountainous Regions ◽

Probability Transformation ◽

Associated Function ◽

Matter Element Model

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Recent Advances on 2D and 3D Change Detection in Urban Environments from Remote Sensing Data

Computational Approaches for Urban Environments ◽

10.1007/978-3-319-11469-9_10 ◽

2014 ◽

pp. 237-272 ◽

Cited By ~ 7

Author(s):

Konstantinos Karantzalos

Keyword(s):

Remote Sensing ◽

Change Detection ◽

Remote Sensing Data ◽

Urban Environments ◽

Sensing Data ◽

Recent Advances ◽

2D And 3D

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An Object-Based Approach for Forest-Cover Change Detection using Multi-Temporal High-Resolution Remote Sensing Data

2009 International Conference on Environmental Science and Information Application Technology ◽

10.1109/esiat.2009.163 ◽

2009 ◽

Cited By ~ 6

Author(s):

Jun Huang ◽

Youchuan Wan ◽

Shaohong Shen

Keyword(s):

Remote Sensing ◽

High Resolution ◽

Change Detection ◽

Forest Cover ◽

Remote Sensing Data ◽

Forest Cover Change ◽

Sensing Data ◽

Object Based ◽

Multi Temporal

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Ensemble diversity analysis on remote sensing data classification using random forests

2017 IEEE International Conference on Image Processing (ICIP) ◽

10.1109/icip.2017.8296492 ◽

2017 ◽

Cited By ~ 2

Author(s):

Samia Boukir ◽

Andrew Mellor

Keyword(s):

Remote Sensing ◽

Random Forests ◽

Remote Sensing Data ◽

Data Classification ◽

Diversity Analysis ◽

Sensing Data

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Multitask Remote Sensing Data Classification

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2012.2200043 ◽

2013 ◽

Vol 51 (1) ◽

pp. 151-161 ◽

Cited By ~ 28

Author(s):

Jose M. Leiva-Murillo ◽

Luis Gomez-Chova ◽

Gustavo Camps-Valls

Keyword(s):

Remote Sensing ◽

Remote Sensing Data ◽

Data Classification ◽

Sensing Data

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Multitask SVM learning for remote sensing data classification

10.1117/12.865045 ◽

2010 ◽

Cited By ~ 1

Author(s):

Jose M. Leiva-Murillo ◽

Luis Gómez-Chova ◽

Gustavo Camps-Valls

Keyword(s):

Remote Sensing ◽

Remote Sensing Data ◽

Data Classification ◽

Sensing Data

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