Matthew Anderson

Publication Activity (10 Years)

Years Active: 2010-2015
Publications (10 Years): 0

Top Topics

Medical Imaging

Signal Processing

Source Separation

Top Venues

IEEE Trans. Signal Process.

Publications

Gengshen Fu, Matthew Anderson, Tülay Adali
Independent vector analysis by entropy rate bound minimization. CISS (2015)
Gengshen Fu, Ronald Phlypo, Matthew Anderson, Tülay Adali
Complex Independent Component Analysis Using Three Types of Diversity: Non-Gaussianity, Nonwhiteness, and Noncircularity. IEEE Trans. Signal Process. 63 (3) (2015)
Pedro A. Rodriguez, Matthew Anderson, Vince D. Calhoun, Tülay Adali
General Nonunitary Constrained ICA and its Application to Complex-Valued fMRI Data. IEEE Trans. Biomed. Eng. 62 (3) (2015)
Matthew Anderson, Gengshen Fu, Ronald Phlypo, Tülay Adali
Independent Vector Analysis: Identification Conditions and Performance Bounds. IEEE Trans. Signal Process. 62 (17) (2014)
Tülay Adali, Matthew Anderson, Gengshen Fu
Diversity in Independent Component and Vector Analyses: Identifiability, algorithms, and applications in medical imaging. IEEE Signal Process. Mag. 31 (3) (2014)
Tülay Adali, Matthew Anderson, Gengshen Fu
ICA and IVA: Theory, connections, and applications to medical imaging. IWSSIP (2014)
Pedro A. Rodriguez, Matthew Anderson, Xi-Lin Li, Tülay Adali
General Non-Orthogonal Constrained ICA. IEEE Trans. Signal Process. 62 (11) (2014)
Gengshen Fu, Ronald Phlypo, Matthew Anderson, Xi-Lin Li, Tülay Adali
Blind Source Separation by Entropy Rate Minimization. IEEE Trans. Signal Process. 62 (16) (2014)
Gengshen Fu, Matthew Anderson, Tülay Adali
Likelihood Estimators for Dependent Samples and Their Application to Order Detection. IEEE Trans. Signal Process. 62 (16) (2014)
Gengshen Fu, Ronald Phlypo, Matthew Anderson, Xi-Lin Li, Tülay Adali
An efficient entropy rate estimator for complex-valued signal processing: Application to ICA. ICASSP (2014)
Matthew Anderson, Gengshen Fu, Ronald Phlypo, Tülay Adali
Independent Vector Analysis: Identification Conditions and Performance Bounds CoRR (2013)
Gengshen Fu, Ronald Phlypo, Matthew Anderson, Xi-Lin Li, Tülay Adali
Algorithms for Markovian source separation by entropy rate minimization. ICASSP (2013)
Matthew Anderson, Gengshen Fu, Ronald Phlypo, Tülay Adali
Independent vector analysis, the Kotz distribution, and performance bounds. ICASSP (2013)
Matthew Anderson, Xi-Lin Li, Tülay Adali
Complex-valued independent vector analysis: Application to multivariate Gaussian model. Signal Process. 92 (8) (2012)
Tülay Adali, Matthew Anderson, Gengshen Fu
IVA and ICA: Use of diversity in independent decompositions. EUSIPCO (2012)
Matthew Anderson, Xi-Lin Li, Pedro A. Rodriguez, Tülay Adali
An effective decoupling method for matrix optimization and its application to the ICA problem. ICASSP (2012)
Gengshen Fu, Hualiang Li, Matthew Anderson, Tülay Adali
Order detection for dependent samples using entropy rate. ICASSP (2012)
Matthew Anderson, Tülay Adali, Xi-Lin Li
Joint Blind Source Separation With Multivariate Gaussian Model: Algorithms and Performance Analysis. IEEE Trans. Signal Process. 60 (4) (2012)
Hualiang Li, Xi-Lin Li, Matthew Anderson, Tülay Adali
A Class of Adaptive Algorithms Based on Entropy Estimation Achieving CRLB for Linear Non-Gaussian Filtering. IEEE Trans. Signal Process. 60 (4) (2012)
Xi-Lin Li, Tülay Adali, Matthew Anderson
Noncircular Principal Component Analysis and Its Application to Model Selection. IEEE Trans. Signal Process. 59 (10) (2011)
Xi-Lin Li, Tülay Adali, Matthew Anderson
Joint blind source separation by generalized joint diagonalization of cumulant matrices. Signal Process. 91 (10) (2011)
Javier Vía, Matthew Anderson, Xi-Lin Li, Tülay Adali
Joint blind source separation from second-order statistics: Necessary and sufficient identifiability conditions. ICASSP (2011)
Josselin T. Dea, Matthew Anderson, Elena A. Allen, Vince D. Calhoun, Tülay Adali
IVA for multi-subject FMRI analysis: A comparative study using a new simulation toolbox. MLSP (2011)
Javier Vía, Matthew Anderson, Xi-Lin Li, Tülay Adali
A maximum likelihood approach for independent vector analysis of Gaussian data sets. MLSP (2011)
Matthew Anderson, Tülay Adali
A General Approach for Robustification of ICA Algorithms. LVA/ICA (2010)
Xi-Lin Li, Matthew Anderson, Tülay Adali
Second and Higher-Order Correlation Analysis of Multiple Multidimensional Variables by Joint Diagonalization. LVA/ICA (2010)
Matthew Anderson, Xi-Lin Li, Tülay Adali
Nonorthogonal Independent Vector Analysis Using Multivariate Gaussian Model. LVA/ICA (2010)