ICA mixture model for unsupervised classification of non-Gaussian classes in multi/hyperspectral imagery

Mapping Intimacies ◽

10.1117/12.486382 ◽

2003 ◽

Author(s):

Chintan A. Shah ◽

Manoj K. Arora ◽

Pramod K. Varshney

Keyword(s):

Mixture Model ◽

Hyperspectral Imagery ◽

Unsupervised Classification ◽

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ICA mixture model based unsupervised classification of hyperspectral imagery

Applied Imagery Pattern Recognition Workshop 2002 Proceedings AIPR-02 ◽

10.1109/aipr.2002.1182251 ◽

2003 ◽

Author(s):

C.A. Shah ◽

M.K. Arora ◽

S.A. Robila ◽

P.K. Varshney

Keyword(s):

Mixture Model ◽

Hyperspectral Imagery ◽

Unsupervised Classification ◽

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A new approach for spectral feature extraction and for unsupervised classification of hyperspectral data based on the Gaussian mixture model

Remote Sensing Reviews ◽

10.1080/02757250109532431 ◽

2001 ◽

Vol 20 (2) ◽

pp. 123-167 ◽

Author(s):

A. Koltunov ◽

E. Ben‐Dor

Keyword(s):

Feature Extraction ◽

Gaussian Mixture Model ◽

Mixture Model ◽

Spectral Feature ◽

Unsupervised Classification ◽

Gaussian Mixture ◽

Hyperspectral Data ◽

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Unsupervised classification of VHR panchromatic images using guided Chinese restaurant franchise mixture model

2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) ◽

10.1109/igarss.2015.7326296 ◽

2015 ◽

Author(s):

Yang Shu ◽

Ting Mao ◽

Hong Tang ◽

Jing Li ◽

Xin Yang

Keyword(s):

Mixture Model ◽

Unsupervised Classification ◽

Chinese Restaurant

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Unsupervised classification of hyperspectral data: an ICA mixture model based approach

International Journal of Remote Sensing ◽

10.1080/01431160310001618040 ◽

2004 ◽

Vol 25 (2) ◽

pp. 481-487 ◽

Author(s):

Chintan A. Shah ◽

Manoj K. Arora ◽

Pramod K. Varshney

Keyword(s):

Mixture Model ◽

Unsupervised Classification ◽

Hyperspectral Data ◽

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Unsupervised classification of dialogue acts using a dirichlet process mixture model

Proceedings of the SIGDIAL 2009 Conference on The 10th Annual Meeting of the Special Interest Group on Discourse and Dialogue - SIGDIAL '09 ◽

10.3115/1708376.1708427 ◽

2009 ◽

Author(s):

Nigel Crook ◽

Ramon Granell ◽

Stephen Pulman

Keyword(s):

Mixture Model ◽

Dirichlet Process ◽

Unsupervised Classification ◽

Dirichlet Process Mixture ◽

Dirichlet Process Mixture Model ◽

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Unsupervised Classification of Landsat-8 OLI Satellite Imagery Based on Iterative Spectral Mixture Model

Journal of Korean Society for Geospatial Information System ◽

10.7319/kogsis.2014.22.4.053 ◽

2014 ◽

Vol 22 (4) ◽

pp. 53-61

Author(s):

Jae Wan Choi ◽

Sin Taek Noh ◽

Seok Keun Choi

Keyword(s):

Mixture Model ◽

Satellite Imagery ◽

Unsupervised Classification ◽

Landsat 8 ◽

Landsat 8 Oli ◽

Spectral Mixture

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ICA mixture model algorithm for unsupervised classification of remote sensing imagery

International Journal of Remote Sensing ◽

10.1080/01431160500462121 ◽

2007 ◽

Vol 28 (8) ◽

pp. 1711-1731 ◽

Author(s):

C. A. Shah ◽

P. K. Varshney ◽

M. K. Arora

Keyword(s):

Remote Sensing ◽

Mixture Model ◽

Unsupervised Classification ◽

Remote Sensing Imagery ◽

Model Algorithm

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Low-Rank Subspace Representation for Supervised and Unsupervised Classification of Hyperspectral Imagery

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

10.1109/jstars.2016.2560242 ◽

2016 ◽

Vol 9 (9) ◽

pp. 4188-4195 ◽

Author(s):

Alex Sumarsono ◽

Qian Du

Keyword(s):

Hyperspectral Imagery ◽

Unsupervised Classification ◽

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Unsupervised Classification of Multilook Polarimetric SAR Data Using Spatially Variant Wishart Mixture Model with Double Constraints

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2018.2819995 ◽

2018 ◽

pp. 1-14 ◽

Author(s):

Chi Liu ◽

Wenzhi Liao ◽

Heng-Chao Li ◽

Kun Fu ◽

Wilfried Philips

Keyword(s):

Mixture Model ◽

Unsupervised Classification ◽

Polarimetric Sar ◽

Sar Data ◽

Spatially Variant

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Variational Textured Dirichlet Process Mixture Model With Pairwise Constraint for Unsupervised Classification of Polarimetric SAR Images

IEEE Transactions on Image Processing ◽

10.1109/tip.2019.2906009 ◽

2019 ◽

Vol 28 (8) ◽

pp. 4145-4160 ◽

Author(s):

Chi Liu ◽

Heng-Chao Li ◽

Wenzhi Liao ◽

Wilfried Philips ◽

William Emery

Keyword(s):

Mixture Model ◽

Dirichlet Process ◽

Unsupervised Classification ◽

Dirichlet Process Mixture ◽

Pairwise Constraint ◽

Polarimetric Sar ◽

Dirichlet Process Mixture Model

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