Comparative Analysis of Covariance Matrix Estimation for Anomaly Detection in Hyperspectral Images

IEEE Journal of Selected Topics in Signal Processing ◽

10.1109/jstsp.2015.2442213 ◽

2015 ◽

Vol 9 (6) ◽

pp. 1061-1073 ◽

Author(s):

Santiago Velasco-Forero ◽

Marcus Chen ◽

Alvina Goh ◽

Sze Kim Pang

Keyword(s):

Comparative Analysis ◽

Anomaly Detection ◽

Covariance Matrix ◽

Hyperspectral Images ◽

Analysis Of Covariance ◽

Covariance Matrix Estimation ◽

Matrix Estimation

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A comparative analysis of covariance matrix estimation in anomaly detection

2014 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS) ◽

10.1109/whispers.2014.8077605 ◽

2014 ◽

Author(s):

Santiago Velasco-Forero ◽

Marcus Chen ◽

Alvina Goh ◽

Kim Pang Sze

Keyword(s):

Comparative Analysis ◽

Anomaly Detection ◽

Covariance Matrix ◽

Analysis Of Covariance ◽

Covariance Matrix Estimation ◽

Matrix Estimation

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Regularized covariance matrix estimation with high dimensional data for supervised anomaly detection problems

2016 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn.2016.7727554 ◽

2016 ◽

Author(s):

Daniel Nikovski ◽

Kiran Byadarhaly

Keyword(s):

Anomaly Detection ◽

Covariance Matrix ◽

High Dimensional Data ◽

Covariance Matrix Estimation ◽

High Dimensional ◽

Matrix Estimation

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Overview and comparative analysis of Toeplitz covariance matrix estimation methods for space-time signal processing

2011 VIII International Conference on Antenna Theory and Techniques ◽

10.1109/icatt.2011.6170749 ◽

2011 ◽

Author(s):

A. V. Semeniaka ◽

D. S. Rachkov

Keyword(s):

Signal Processing ◽

Comparative Analysis ◽

Covariance Matrix ◽

Estimation Methods ◽

Covariance Matrix Estimation ◽

Time Signal ◽

Matrix Estimation

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Improved covariance matrix estimation: interpretation and experimental analysis of different approaches for anomaly detection applications

10.1117/12.830445 ◽

2009 ◽

Author(s):

Stefania Matteoli ◽

Marco Diani ◽

Giovanni Corsini

Keyword(s):

Anomaly Detection ◽

Covariance Matrix ◽

Experimental Analysis ◽

Covariance Matrix Estimation ◽

Matrix Estimation

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Comparative analysis of Toeplitz covariance matrix estimation methods for space-time adaptive signal processing

Proceedings of 2011 IEEE CIE International Conference on Radar ◽

10.1109/cie-radar.2011.6159636 ◽

2011 ◽

Author(s):

A.V. Semeniaka ◽

D. I. Lekhovitskiy ◽

D.S. Rachkov

Keyword(s):

Signal Processing ◽

Comparative Analysis ◽

Covariance Matrix ◽

Adaptive Signal Processing ◽

Estimation Methods ◽

Covariance Matrix Estimation ◽

Matrix Estimation ◽

Adaptive Signal

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Large System Spectral Analysis of Covariance Matrix Estimation

IEEE Transactions on Information Theory ◽

10.1109/tit.2008.2011440 ◽

2009 ◽

Vol 55 (3) ◽

pp. 1395-1422 ◽

Author(s):

Husheng Li ◽

H. Vincent Poor

Keyword(s):

Spectral Analysis ◽

Covariance Matrix ◽

Large System ◽

Analysis Of Covariance ◽

Covariance Matrix Estimation ◽

Matrix Estimation

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Comparative Analysis of Spatial Covariance Matrix Estimation Methods in OFDM Communication Systems

2006 IEEE International Symposium on Signal Processing and Information Technology ◽

10.1109/isspit.2006.270862 ◽

2006 ◽

Author(s):

Alexander Maltsev ◽

Roman Maslennikov ◽

Alexey Khoryaev

Keyword(s):

Comparative Analysis ◽

Covariance Matrix ◽

Communication Systems ◽

Estimation Methods ◽

Covariance Matrix Estimation ◽

Spatial Covariance ◽

Matrix Estimation

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Faculty Opinions recommendation of A shrinkage approach to large-scale covariance matrix estimation and implications for functional genomics.

Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature ◽

10.3410/f.718350670.793493808 ◽

2014 ◽

Author(s):

Zdeněk Valenta

Keyword(s):

Functional Genomics ◽

Covariance Matrix ◽

Large Scale ◽

Covariance Matrix Estimation ◽

Matrix Estimation ◽

Scale Covariance

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High-Frequency Covariance Matrix Estimation Using Price Durations

SSRN Electronic Journal ◽

10.2139/ssrn.3162514 ◽

2018 ◽

Author(s):

Xiaolu Zhao ◽

Ingmar Nolte ◽

Stephen J. Taylor

Keyword(s):

Covariance Matrix ◽

High Frequency ◽

Covariance Matrix Estimation ◽

Matrix Estimation

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Bayesian Covariance Matrix Estimation Using a Mixture of Decomposable Graphical Models

SSRN Electronic Journal ◽

10.2139/ssrn.966635 ◽

2005 ◽

Author(s):

Helen Jean Armstrong ◽

Christopher K. Carter ◽

Kevin Wong ◽

Robert Kohn

Keyword(s):

Covariance Matrix ◽

Graphical Models ◽

Covariance Matrix Estimation ◽

Matrix Estimation ◽

Decomposable Graphical Models

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