Spectral–Spatial Classification of Hyperspectral Data Using Loopy Belief Propagation and Active Learning

Jun Li; José M. Bioucas-Dias; Antonio Plaza

doi:10.1109/tgrs.2012.2205263

Spectral–Spatial Classification of Hyperspectral Data Using Loopy Belief Propagation and Active Learning

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2012.2205263 ◽

2013 ◽

Vol 51 (2) ◽

pp. 844-856 ◽

Cited By ~ 208

Author(s):

Jun Li ◽

José M. Bioucas-Dias ◽

Antonio Plaza

Keyword(s):

Active Learning ◽

Belief Propagation ◽

Hyperspectral Data ◽

Spatial Classification ◽

Loopy Belief Propagation

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Spectral-Spatial Classification of Hyperspectral Image Using Extreme Learning Machine and Loopy Belief Propagation

2017 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData) ◽

10.1109/ithings-greencom-cpscom-smartdata.2017.161 ◽

2017 ◽

Author(s):

Faxian Cao ◽

Zhijing Yang ◽

Mengying Jiang ◽

Weizhao Chen ◽

Qiuliang Ye ◽

...

Keyword(s):

Extreme Learning Machine ◽

Belief Propagation ◽

Hyperspectral Image ◽

Spatial Classification ◽

Loopy Belief Propagation ◽

Learning Machine

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Spatial Classification of Hyperspectral Data of Dune Vegetation along the Belgian Coast

IGARSS 2008 - 2008 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2008.4779389 ◽

2008 ◽

Cited By ~ 2

Author(s):

G. Thoonen ◽

S. De Backer ◽

S. Provoost ◽

P. Kempeneers ◽

P. Scheunders

Keyword(s):

Hyperspectral Data ◽

Dune Vegetation ◽

Spatial Classification ◽

Belgian Coast

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An MRF Model-Based Active Learning Framework for the Spectral-Spatial Classification of Hyperspectral Imagery

IEEE Journal of Selected Topics in Signal Processing ◽

10.1109/jstsp.2015.2414401 ◽

2015 ◽

Vol 9 (6) ◽

pp. 1074-1088 ◽

Cited By ~ 19

Author(s):

Shujin Sun ◽

Ping Zhong ◽

Huaitie Xiao ◽

Runsheng Wang

Keyword(s):

Active Learning ◽

Hyperspectral Imagery ◽

Spatial Classification ◽

Learning Framework ◽

Model Based

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Spectral-spatial classification of hyperspectral data with mutual information based segmented stacked autoencoder approach

ISPRS Journal of Photogrammetry and Remote Sensing ◽

10.1016/j.isprsjprs.2018.02.001 ◽

2018 ◽

Vol 138 ◽

pp. 265-280 ◽

Cited By ~ 13

Author(s):

Subir Paul ◽

D. Nagesh Kumar

Keyword(s):

Mutual Information ◽

Hyperspectral Data ◽

Spatial Classification ◽

Stacked Autoencoder

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Spectral and spatial classification of hyperspectral data using SVMs and morphological profiles

2007 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2007.4423943 ◽

2007 ◽

Cited By ~ 23

Author(s):

Mathieu Fauvel ◽

Jocelyn Chanussot ◽

Jon Atli Benediktsson ◽

Johannes R. Sveinsson

Keyword(s):

Hyperspectral Data ◽

Spatial Classification

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A DBN-crf for spectral-spatial classification of hyperspectral data

2016 23rd International Conference on Pattern Recognition (ICPR) ◽

10.1109/icpr.2016.7899803 ◽

2016 ◽

Cited By ~ 1

Author(s):

Ping Zhong ◽

Zhiqiang Gong ◽

Carola-Bibiane Schonlieb

Keyword(s):

Hyperspectral Data ◽

Spatial Classification

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Spectral–Spatial Classification of Hyperspectral Data Based on Deep Belief Network

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing ◽

10.1109/jstars.2015.2388577 ◽

2015 ◽

Vol 8 (6) ◽

pp. 2381-2392 ◽

Cited By ~ 475

Author(s):

Yushi Chen ◽

Xing Zhao ◽

Xiuping Jia

Keyword(s):

Hyperspectral Data ◽

Deep Belief Network ◽

Belief Network ◽

Spatial Classification

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Spectral and Spatial Classification of Hyperspectral Data Using SVMs and Morphological Profiles

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2008.922034 ◽

2008 ◽

Vol 46 (11) ◽

pp. 3804-3814 ◽

Cited By ~ 661

Author(s):

Mathieu Fauvel ◽

JÓn Atli Benediktsson ◽

Jocelyn Chanussot ◽

Johannes R. Sveinsson

Keyword(s):

Hyperspectral Data ◽

Spatial Classification

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Spectral–Spatial Classification of Hyperspectral Data Based on a Stochastic Minimum Spanning Forest Approach

IEEE Transactions on Image Processing ◽

10.1109/tip.2011.2175741 ◽

2012 ◽

Vol 21 (4) ◽

pp. 2008-2021 ◽

Cited By ~ 90

Author(s):

K. Bernard ◽

Y. Tarabalka ◽

J. Angulo ◽

J. Chanussot ◽

J. A. Benediktsson

Keyword(s):

Hyperspectral Data ◽

Spatial Classification ◽

Spanning Forest ◽

Minimum Spanning Forest

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Spectral–Spatial Classification of Hyperspectral Data Using Local and Global Probabilities for Mixed Pixel Characterization

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2013.2296031 ◽

2014 ◽

Vol 52 (10) ◽

pp. 6298-6314 ◽

Cited By ~ 71

Author(s):

Mahdi Khodadadzadeh ◽

Jun Li ◽

Antonio Plaza ◽

Hassan Ghassemian ◽

Jose M. Bioucas-Dias ◽

...

Keyword(s):

Hyperspectral Data ◽

Spatial Classification ◽

Mixed Pixel

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