Sparse matrix transform for fast projection to reduced dimension

2010 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2010.5652544 ◽

2010 ◽

Author(s):

James Theiler ◽

Guangzhi Cao ◽

Charles A. Bouman

Keyword(s):

Sparse Matrix ◽

Sparse Matrix Transform ◽

Reduced Dimension

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The Sparse Matrix Transform for Covariance Estimation and Analysis of High Dimensional Signals

IEEE Transactions on Image Processing ◽

10.1109/tip.2010.2071390 ◽

2011 ◽

Vol 20 (3) ◽

pp. 625-640 ◽

Author(s):

Guangzhi Cao ◽

Leonardo R. Bachega ◽

Charles A. Bouman

Keyword(s):

Sparse Matrix ◽

Covariance Estimation ◽

High Dimensional ◽

Sparse Matrix Transform

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Automatic segmentation of right ventricle on ultrasound images using sparse matrix transform and level set

10.1117/12.2006490 ◽

2013 ◽

Author(s):

Xulei Qin ◽

Zhibin Cong ◽

Luma V. Halig ◽

Baowei Fei

Keyword(s):

Right Ventricle ◽

Level Set ◽

Sparse Matrix ◽

Automatic Segmentation ◽

Ultrasound Images ◽

Sparse Matrix Transform

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Correlation Alignment Based On Sparse Matrix Transform for Unsupervised Domain Adaptation in Hyperspectral Image Classification

IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2019.8899312 ◽

2019 ◽

Author(s):

Tianhui Wei ◽

Wenqi Fan ◽

Jiangtao Peng ◽

Weiwei Sur

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Domain Adaptation ◽

Sparse Matrix ◽

Hyperspectral Image Classification ◽

Unsupervised Domain Adaptation ◽

Sparse Matrix Transform

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Sparse Matrix Transform for Hyperspectral Image Processing

IEEE Journal of Selected Topics in Signal Processing ◽

10.1109/jstsp.2010.2103924 ◽

2011 ◽

Vol 5 (3) ◽

pp. 424-437 ◽

Author(s):

James Theiler ◽

Guangzhi Cao ◽

Leonardo R. Bachega ◽

Charles A. Bouman

Keyword(s):

Image Processing ◽

Hyperspectral Image ◽

Sparse Matrix ◽

Hyperspectral Image Processing ◽

Sparse Matrix Transform

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Weak signal detection in hyperspectral imagery using sparse matrix transform (smt) covariance estimation

2009 First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing ◽

10.1109/whispers.2009.5289043 ◽

2009 ◽

Author(s):

Guangzhi Cao ◽

C.A. Bouman ◽

J. Theiler

Keyword(s):

Signal Detection ◽

Sparse Matrix ◽

Hyperspectral Imagery ◽

Covariance Estimation ◽

Weak Signal ◽

Weak Signal Detection ◽

Sparse Matrix Transform

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Distributed Signal Decorrelation and Detection in Multi View Camera Networks Using the Vector Sparse Matrix Transform

IEEE Transactions on Image Processing ◽

10.1109/tip.2015.2481709 ◽

2015 ◽

Vol 24 (12) ◽

pp. 6011-6024

Author(s):

Leonardo R. Bachega ◽

Srikanth Hariharan ◽

Charles A. Bouman ◽

Ness B. Shroff

Keyword(s):

Sparse Matrix ◽

Camera Networks ◽

Sparse Matrix Transform

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Hypothesis testing in high-dimensional space with the Sparse Matrix Transform

2010 IEEE Sensor Array and Multichannel Signal Processing Workshop ◽

10.1109/sam.2010.5606728 ◽

2010 ◽

Author(s):

Leonardo R. Bachega ◽

Charles A. Bouman ◽

James Theiler

Keyword(s):

Hypothesis Testing ◽

Sparse Matrix ◽

Dimensional Space ◽

High Dimensional ◽

High Dimensional Space ◽

Sparse Matrix Transform

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Sparse matrix transform-based linear discriminant analysis for hyperspectral image classification

Signal Image and Video Processing ◽

10.1007/s11760-015-0808-y ◽

2015 ◽

Vol 10 (4) ◽

pp. 761-768 ◽

Author(s):

Jiangtao Peng ◽

Tao Luo

Keyword(s):

Discriminant Analysis ◽

Linear Discriminant Analysis ◽

Image Classification ◽

Hyperspectral Image ◽

Sparse Matrix ◽

Hyperspectral Image Classification ◽

Linear Discriminant ◽

Sparse Matrix Transform

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Automatic segmentation of right ventricular ultrasound images using sparse matrix transform and a level set

Physics in Medicine and Biology ◽

10.1088/0031-9155/58/21/7609 ◽

2013 ◽

Vol 58 (21) ◽

pp. 7609-7624 ◽

Author(s):

Xulei Qin ◽

Zhibin Cong ◽

Baowei Fei

Keyword(s):

Right Ventricular ◽

Level Set ◽

Sparse Matrix ◽

Automatic Segmentation ◽

Ultrasound Images ◽

Sparse Matrix Transform

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Classification of high-dimensional data using the Sparse Matrix Transform

2010 IEEE International Conference on Image Processing ◽

10.1109/icip.2010.5652690 ◽

2010 ◽

Author(s):

Leonardo R. Bachega ◽

Charles A. Bouman

Keyword(s):

Sparse Matrix ◽

High Dimensional Data ◽

High Dimensional ◽

Sparse Matrix Transform

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