Shahram Hosseini
According to our database1,
Shahram Hosseini
authored at least 71 papers
between 1998 and 2023.
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Bibliography
2023
Multi-Channel Bin-Wise Speech Separation Combining Time-Frequency Masking and Beamforming.
IEEE Access, 2023
2022
A robust meta-heuristic adaptive Bi-CGSTAB algorithm to online estimation of a three DoF state-space model in the presence of disturbance and uncertainty.
Int. J. Syst. Sci., 2022
Bin-Wise Combination of Time-Frequency Masking and Beamforming for Convolutive Source Separation.
Proceedings of the 24th IEEE International Workshop on Multimedia Signal Processing, 2022
Blind Separation of Linear-Quadratic Mixtures of Mutually Independent and Autocorrelated Sources.
Proceedings of the IEEE International Conference on Acoustics, 2022
Proceedings of the 30th European Signal Processing Conference, 2022
2020
Blind Unmixing of Hyperspectral Remote Sensing Data: A New Geometrical Method Based on a Two-Source Sparsity Constraint.
Remote. Sens., 2020
Digit. Signal Process., 2020
Blind source separation methods based on output nonlinear correlation for bilinear mixtures of an arbitrary number of possibly correlated signals.
Proceedings of the 11th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2020
2019
A New Separation Method for Galaxy Spectra Based on Data Fusion between Two Grism Orders in Slitless Spectroscopy.
Proceedings of the IEEE International Conference on Acoustics, 2019
2018
Multidimens. Syst. Signal Process., 2018
Bilinear Matrix Factorization using a Gradient Method for Unmixing Hyperspectral Images Combinedc with Multispectral Data.
Proceedings of the 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2018
A Blind Source Separation Method Based on Output Nonlinear Correlation for Bilinear Mixtures.
Proceedings of the Latent Variable Analysis and Signal Separation, 2018
2017
Modified nonnegative matrix factorization for endmember spectra extraction from highly mixed hyperspectral images combined with multispectral data.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
A new multiplicative nonnegative matrix factorization method for unmixing hyperspectral images combined with multispectral data.
Proceedings of the 25th European Signal Processing Conference, 2017
2016
Mixing model in slitless spectroscopy and resulting blind methods for separating galaxy spectra.
Proceedings of the 26th IEEE International Workshop on Machine Learning for Signal Processing, 2016
Proceedings of the 26th IEEE International Workshop on Machine Learning for Signal Processing, 2016
A map-based NMF approach to hyperspectral image unmixing using a linear-quadratic mixture model.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
2015
Semi-blind separation of galaxy spectra from a mixture obtained by slitless spectroscopy.
Proceedings of the 23rd European Signal Processing Conference, 2015
2014
Linear-Quadratic Blind Source Separation Using NMF to Unmix Urban Hyperspectral Images.
IEEE Trans. Signal Process., 2014
Blind Separation of Parametric Nonlinear Mixtures of Possibly Autocorrelated and Non-Stationary Sources.
IEEE Trans. Signal Process., 2014
IEEE Trans. Geosci. Remote. Sens., 2014
Blind spatial unmixing of multispectral images: An approach based on two-source sparsity and geometrical properties.
Proceedings of the IEEE International Conference on Acoustics, 2014
A new unsupervised method for hyperspectral image unmixing using a linear-quadratic model.
Proceedings of the 2014 1st International Conference on Advanced Technologies for Signal and Image Processing (ATSIP), 2014
2013
Recurrent networks for separating extractable-target nonlinear mixtures. Part II. Blind configurations.
Signal Process., 2013
Hyperspectral image unmixing by non-negative matrix factorization initialized with modified independent component analysis.
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013
Proceedings of the 21st European Signal Processing Conference, 2013
2012
Blind spatial unmixing of multispectral images: New methods combining sparse component analysis, clustering and non-negativity constraints.
Pattern Recognit., 2012
A new spatial sparsity-based method for extracting endmember spectra from hyperspectral data with some pure pixels.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Blind Separation of Convolutive Mixtures of Non-stationary and Temporally Uncorrelated Sources Based on Joint Diagonalization.
Proceedings of the Image and Signal Processing - 5th International Conference, 2012
Proceedings of the Image and Signal Processing - 5th International Conference, 2012
2011
Effect of indirect dependencies on maximum likelihood and information theoretic blind source separation for nonlinear mixtures.
Signal Process., 2011
Extraction of stellar spectra from dense fields in hyperspectral muse data cubes using non-negative matrix factorization.
Proceedings of the 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2011
Proceedings of the 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2011
Linear-quadratic and polynomial Non-Negative Matrix Factorization; application to spectral unmixing.
Proceedings of the 19th European Signal Processing Conference, 2011
2010
Blind Separation of Convolutive Mixtures of Non-stationary Sources Using Joint Block Diagonalization in the Frequency Domain.
Proceedings of the Latent Variable Analysis and Signal Separation, 2010
Blind Operation of a Recurrent Neural Network for Linear-Quadratic Source Separation: Fixed Points, Stabilization and Adaptation Scheme.
Proceedings of the Latent Variable Analysis and Signal Separation, 2010
Proceedings of the 18th European Signal Processing Conference, 2010
Cumulant-based estimation of quadratic mixture parameters for blind source separation.
Proceedings of the 18th European Signal Processing Conference, 2010
2009
Maximum Likelihood Blind Image Separation Using Nonsymmetrical Half-Plane Markov Random Fields.
IEEE Trans. Image Process., 2009
Blind Separation of Nonstationary Markovian Sources Using an Equivariant Newton-Raphson Algorithm.
IEEE Signal Process. Lett., 2009
Blind separation of linear instantaneous mixtures of non-stationary signals in the frequency domain.
Signal Process., 2009
Recurrent networks for separating extractable-target nonlinear mixtures. Part I: Non-blind configurations.
Signal Process., 2009
Improvement of remote sensing multispectral image classification by using Independent Component Analysis.
Proceedings of the First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2009
Source separation algorithms for the analysis of hyper-spectral observations of very small interstellar dust particles.
Proceedings of the First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2009
Blind Separation of Noisy Mixtures of Non-stationary Sources Using Spectral Decorrelation.
Proceedings of the Independent Component Analysis and Signal Separation, 2009
2008
Fast Blind Separation of Long Mixture Recordings Using Multivariate Polynomial Identification.
IEEE Trans. Signal Process., 2008
Extension of EFICA algorithm for blind separation of piecewise stationary non Gaussian sources.
Proceedings of the IEEE International Conference on Acoustics, 2008
2007
Differential Fast Fixed-Point Algorithms for Underdetermined Instantaneous and Convolutive Partial Blind Source Separation.
IEEE Trans. Signal Process., 2007
Blind identification and separation methods for Linear-Quadratic mixtures and/or linearly independent non-stationary signals.
Proceedings of the 9th International Symposium on Signal Processing and Its Applications, 2007
Proceedings of the Independent Component Analysis and Signal Separation, 2007
Stable Higher-Order Recurrent Neural Network Structures for Nonlinear Blind Source Separation.
Proceedings of the Independent Component Analysis and Signal Separation, 2007
Proceedings of the 15th European Symposium on Artificial Neural Networks, 2007
2006
IEEE Signal Process. Lett., 2006
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2006
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2006
A time-scale correlation-based blind separation method applicable to correlated sources.
Proceedings of the 14th European Symposium on Artificial Neural Networks, 2006
2004
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004
2003
IEEE Signal Process. Lett., 2003
Neural Network Modeling of Ambulatory Systolic Blood Pressure for Hypertension Diagnosis.
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003
Blind Separation of Linear-Quadratic Mixtures of Real Sources Using a Recurrent Structure.
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003
2002
IEEE Trans. Neural Networks, 2002
2000
Proceedings of the IEEE International Conference on Acoustics, 2000
1999
Proceedings of the Engineering Applications of Bio-Inspired Artificial Neural Networks, 1999
Proceedings of the International Joint Conference Neural Networks, 1999
1998
Simultaneous Estimation of Signal and Noise in the Constructive Neural Networks.
Proceedings of the International ICSC / IFAC Symposium on Neural Computation (NC 1998), 1998
Proceedings of the 6th European Symposium on Artificial Neural Networks, 1998