M. Babaie-zadeh

发表

A new algorithm for training sparse autoencoders

Christian Jutten, Hamid R. Rabiee, Massoud Babaie-Zadeh, 2017, 2017 25th European Signal Processing Conference (EUSIPCO).

K-LDA: An algorithm for learning jointly overcomplete and discriminative dictionaries

Christian Jutten, Massoud Babaie-Zadeh, Mostafa Sadeghi, 2014, 2014 22nd European Signal Processing Conference (EUSIPCO).

Sequential subspace finding: A new algorithm for learning low-dimensional linear subspaces

Christian Jutten, Massoud Babaie-Zadeh, Mostafa Sadeghi, 2013, 21st European Signal Processing Conference (EUSIPCO 2013).

A Fast Approach for Overcomplete Sparse Decomposition Based on Smoothed $\ell ^{0}$ Norm

Christian Jutten, Massoud Babaie-Zadeh, G. Hosein Mohimani, 2008, IEEE Transactions on Signal Processing.

Chapter 14 – Nonlinear mixtures

Juha Karhunen, C. Jutten, Massoud Babaie-Zadeh, 2010 .

BLIND SEPARATING CONVOLUTIVE POST NON-LINEAR MIXTURES

Christian Jutten, Massoud Babaie-Zadeh, K. Nayebi, 2001 .

Nonlinear Mixtures 14.1 Introduction

J. Karhunen, C. Jutten, M. Babaie-Zadeh, 2022 .

An Iterative Bayesian Algorithm for Sparse Component Analysis in Presence of Noise

Christian Jutten, Hadi Zayyani, Massoud Babaie-Zadeh, 2009, IEEE Transactions on Signal Processing.

Recovery of Low-Rank Matrices Under Affine Constraints via a Smoothed Rank Function

Christian Jutten, Massoud Babaie-Zadeh, Arash Amini, 2013, IEEE Transactions on Signal Processing.

CorrIndex: A permutation invariant performance index

C. Jutten, P. Comon, M. Babaie-Zadeh, 2022, Signal Process..

Text Mining with Constrained Tensor Decomposition

Pierre Comon, Christian Jutten, Massoud Babaie-Zadeh, 2019, LOD.

Blind Source Separation in Nonlinear Mixtures: Separability and a Basic Algorithm

Christian Jutten, Massoud Babaie-Zadeh, Bertrand Rivet, 2017, IEEE Transactions on Signal Processing.

Blind compensation of polynomial mixtures of Gaussian signals with application in nonlinear blind source separation

Christian Jutten, Massoud Babaie-Zadeh, Bertrand Rivet, 2017, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Nonlinear blind source separation for sparse sources

Christian Jutten, Massoud Babaie-Zadeh, Bertrand Rivet, 2016, 2016 24th European Signal Processing Conference (EUSIPCO).

Blind Source Separation in Nonlinear Mixture for Colored Sources Using Signal Derivatives

Christian Jutten, Massoud Babaie-Zadeh, Bahram Ehsandoust, 2015, LVA/ICA.

Watermarking Based on Independent Component Analysis in Spatial Domain

Massoud Babaie-Zadeh, Abolfazl Hajisami, Alireza Rahmati, 2011, 2011 UkSim 13th International Conference on Computer Modelling and Simulation.

Mutual Information Minimization: Application to Blind Source Separation

C. Jutten, M. Babaie-Zadeh, M. Babaie-zadeh, 2009 .

Quasi-optimal EASI algorithm based on the Score Function Difference (SFD)

Christian Jutten, Massoud Babaie-Zadeh, Samareh Samadi, 2006, Neurocomputing.

Sparse ICA via cluster-wise PCA

Christian Jutten, Massoud Babaie-Zadeh, Ali Mansour, 2006, Neurocomputing.

SOURCE SEPARATION : PRINCIPLES , CURRENT ADVANCES AND APPLICATIONS

C. Jutten, M. Babaie-Zadeh, Christian JUTTEN, 2006 .

Semi-Blind Approaches for Source Separation and Independent component Analysis

Christian Jutten, Massoud Babaie-Zadeh, C. Jutten, 2006, ESANN.

A new method for estimating score function difference (SFD) and its application to Blind Source Separation

Christian Jutten, Massoud Babaie-Zadeh, Bahman Bahmani, 2005, 2005 13th European Signal Processing Conference.

ICA by mutual information minimization: An approach for avoiding local minima

Christian Jutten, Massoud Babaie-Zadeh, Bahman Bahmani, 2005, 2005 13th European Signal Processing Conference.

A general approach for mutual information minimization and its application to blind source separation

Christian Jutten, Massoud Babaie-Zadeh, C. Jutten, 2005, Signal Process..

Blind Source Separation by Adaptive Estimation of Score Function Difference

Christian Jutten, Massoud Babaie-Zadeh, Kambiz Nayebi, 2004, ICA.

A Geometric Approach for Separating Several Speech Signals

Christian Jutten, Farrokh Marvasti, Ali Mansour, 2004, ICA.

A minimization-projection (MP) approach for blind separating convolutive mixtures

Christian Jutten, Massoud Babaie-Zadeh, Kambiz Nayebi, 2004, 2004 IEEE International Conference on Acoustics, Speech, and Signal Processing.

Three easy ways for separating nonlinear mixtures?

Christian Jutten, Shahram Hosseini, Massoud Babaie-Zadeh, 2004, Signal Process..

Differential of the mutual information

Christian Jutten, Massoud Babaie-Zadeh, Kambiz Nayebi, 2004, IEEE Signal Processing Letters.

MINIMIZATION-PROJECTION (MP) APPROACH FOR BLIND SOURCE SEPARATION IN DIFFERENT MIXING MODELS

Christian Jutten, Massoud Babaie-Zadeh, K. Nayebi, 2003 .

A geometric approach for separating post non-linear mixtures

Christian Jutten, Massoud Babaie-Zadeh, Kambiz Nayebi, 2002, 2002 11th European Signal Processing Conference.

On Blind Methods in Signal Processing

Christian Jutten, Shahram Hosseini, Massoud Babaie-Zadeh, 2002 .

Separating Convolutive Mixtures by Mutual Information Minimization

Christian Jutten, Massoud Babaie-Zadeh, Kambiz Nayebi, 2001, IWANN.

Invariancy of Sparse Recovery Algorithms

Massoud Babaie-Zadeh, Milad Kharratzadeh, Arsalan Sharifnassab, 2017, IEEE Transactions on Information Theory.

A New Trend in Optimization on Multi Overcomplete Dictionary toward Inpainting pdf

Christian Jutten, Seyyed Majid Valiollahzadeh, Massoud Babaie-Zadeh, 2008, ArXiv.

Filtering noisy ECG signals using the extended kalman filter based on a modified dynamic ECG model

C. Jutten, M.B. Shamsollahi, R. Sameni, 2005, Computers in Cardiology, 2005.

Adaptive and Non-adaptive ISI Sparse Channel Estimation Based on SL0 and Its Application in ML Sequence-by-Sequence Equalization

Christian Jutten, Massoud Babaie-Zadeh, Rad Niazadeh, 2010, LVA/ICA.

Image Restoration Using Gaussian Mixture Models With Spatially Constrained Patch Clustering

Massoud Babaie-Zadeh, Hossein Rabbani, Milad Niknejad, 2015, IEEE Transactions on Image Processing.

Sparse Channel Estimation by Factor Graphs pdf

Christian Jutten, Massoud Babaie-Zadeh, Rad Niazadeh, 2013, ArXiv.

Bayesian Cramér-Rao Bound for Noisy Non-Blind and Blind Compressed Sensing pdf

Christian Jutten, Hadi Zayyani, Massoud Babaie-Zadeh, 2010, ArXiv.

Compressed sensing Block MAP-LMS adaptive filter for sparse channel estimation and a Bayesian Cramer-Rao bound

C. Jutten, M. Babaie-Zadeh, H. Zayyani, 2009, 2009 IEEE International Workshop on Machine Learning for Signal Processing.

Two-dimensional random projection

Hamid Abrishami Moghaddam, Massoud Babaie-Zadeh, Armin Eftekhari, 2011, Signal Process..

Sparse decomposition of two dimensional signals

Christian Jutten, Massoud Babaie-Zadeh, Aboozar Ghafari, 2009, 2009 IEEE International Conference on Acoustics, Speech and Signal Processing.

New Dictionary Learning Methods for Two-Dimensional Signals

Christian Jutten, Massoud Babaie-Zadeh, Firooz Shahriari-Mehr, 2021, 2020 28th European Signal Processing Conference (EUSIPCO).

A novel forensic image analysis tool for discovering double JPEG compression clues

Ali Ahmadi, Massoud Babaie-Zadeh, Farbod Razzazi, 2017, Multimedia Tools and Applications.

Compressive detection of sparse signals in additive white Gaussian noise without signal reconstruction

Massoud Babaie-Zadeh, Alireza Hariri, A. Hariri, 2017, Signal Process..

A part-level learning strategy for JPEG image recompression detection

Massoud Babaie-Zadeh, Farbod Razzazi, Alireza Behrad, 2021, Multimedia Tools and Applications.

Robust-SL0 for stable sparse representation in noisy settings

Christian Jutten, Hamid Abrishami Moghaddam, Massoud Babaie-Zadeh, 2009, 2009 IEEE International Conference on Acoustics, Speech and Signal Processing.

Complex-valued sparse representation based on smoothed ℓ0 norm

Christian Jutten, Massoud Babaie-Zadeh, G. Hosein Mohimani, 2008, 2008 IEEE International Conference on Acoustics, Speech and Signal Processing.

On the Cramér-Rao Bound for Estimating the Mixing Matrix in Noisy Sparse Component Analysis

Christian Jutten, Hadi Zayyani, Massoud Babaie-Zadeh, 2008, IEEE Signal Processing Letters.

Successive Concave Sparsity Approximation for Compressed Sensing

Massoud Babaie-Zadeh, Cristian R. Rojas, Ali Koochakzadeh, 2015, IEEE Transactions on Signal Processing.

Successive Concave Sparsity Approximation: Near-Oracle Performance in a Wide Range of Sparsity Levels pdf

Massoud Babaie-Zadeh, Cristian R. Rojas, Ali Koochakzadeh, 2015, ArXiv.

A New Algorithm for Dictionary Learning Based on Convex Approximation

Christian Jutten, Massoud Babaie-Zadeh, Mostafa Sadeghi, 2019, 2019 27th European Signal Processing Conference (EUSIPCO).

Sparse Signal Recovery Using Iterative Proximal Projection

Mikael Skoglund, Christian Jutten, Massoud Babaie-Zadeh, 2018, IEEE Transactions on Signal Processing.

Iterative Sparsification-Projection: Fast and Robust Sparse Signal Approximation

Massoud Babaie-Zadeh, Mostafa Sadeghi, M. Sadeghi, 2016, IEEE Transactions on Signal Processing.

A Fast Dictionary-Learning-based Classification Scheme Using Undercomplete Dictionaries

M. Babaie-zadeh, Saeed Mohseni-Sehdeh, 2023, Signal Processing.

An upper bound on the estimation error of the sparsest solution of underdetermined linear systems

Christian Jutten, Massoud Babaie-Zadeh, G. Hosein Mohimani, 2009 .

An entropy based method for activation detection of functional MRI data using Independent Component Analysis

Christian Jutten, Massoud Babaie-Zadeh, Emad Fatemizadeh, 2010, 2010 IEEE International Conference on Acoustics, Speech and Signal Processing.

$K$-Graphs: An Algorithm for Graph Signal Clustering and Multiple Graph Learning

Mohammad Sabbaqi, Hesam Araghi, Massoud Babaie–Zadeh, 2019, IEEE Signal Processing Letters.

Upper bounds on the error of sparse vector and low-rank matrix recovery

Massoud Babaie-Zadeh, Cristian R. Rojas, Mohammadreza Malek-Mohammadi, 2015, Signal Process..

Iterative Concave Rank Approximation for Recovering Low-Rank Matrices

Mikael Skoglund, Massoud Babaie-Zadeh, Mohammadreza Malek-Mohammadi, 2014, IEEE Transactions on Signal Processing.

Performance guarantees for Schatten-p quasi-norm minimization in recovery of low-rank matrices pdf

Mikael Skoglund, Massoud Babaie-Zadeh, Mohammadreza Malek-Mohammadi, 2014, Signal Process..

Learning Overcomplete Dictionaries Based on Atom-by-Atom Updating

Christian Jutten, Massoud Babaie-Zadeh, Mostafa Sadeghi, 2014, IEEE Transactions on Signal Processing.

. 25 08 v 2 [ cs . IT ] 16 S ep 2 00 8 A fast approach for overcomplete sparse decomposition based on smoothed l 0 norm

C. Jutten, H. Mohimani, M. Babaie-zadeh, 2021 .

On the Stable Recovery of the Sparsest Overcomplete Representations in Presence of Noise

Christian Jutten, Massoud Babaie-Zadeh, C. Jutten, 2010, IEEE Transactions on Signal Processing.

Quantization-Unaware Double JPEG Compression Detection

Ali Ahmadi, Massoud Babaie-Zadeh, Farbod Razzazi, 2016, Journal of Mathematical Imaging and Vision.

Quantization-Unaware Double JPEG Compression Detection

A. Behrad, F. Razzazi, Ali Taimori, 2015, Journal of Mathematical Imaging and Vision.

Sparse Recovery using Smoothed ℓ0 (SL0): Convergence Analysis

Christian Jutten, Massoud Babaie-Zadeh, Hosein Mohimani, 2010, ArXiv.

LOSoft: ℓ0 Minimization via Soft Thresholding

Mikael Skoglund, Christian Jutten, Massoud Babaie-Zadeh, 2019, 2019 27th European Signal Processing Conference (EUSIPCO).

A generalization of weighted sparse decomposition to negative weights

Christian Jutten, Massoud Babaie-Zadeh, Shayan Aziznejad, 2017, 2017 25th European Signal Processing Conference (EUSIPCO).

Joint compressive single target detection and parameter estimation in radar without signal reconstruction

Massoud Babaie-Zadeh, Alireza Hariri, A. Hariri, 2015 .

Bayesian Pursuit algorithm for sparse representation

Christian Jutten, Hadi Zayyani, Massoud Babaie-Zadeh, 2009, 2009 IEEE International Conference on Acoustics, Speech and Signal Processing.

Thresholded smoothed-ℓ0(SL0) dictionary learning for sparse representations

Hadi Zayyani, Massoud Babaie-Zadeh, H. Zayyani, 2009, 2009 IEEE International Conference on Acoustics, Speech and Signal Processing.

Fast Sparse Representation Based on Smoothed l0 Norm

Christian Jutten, Massoud Babaie-Zadeh, G. Hosein Mohimani, 2007, ICA.

Inflating compressed samples: A joint source-channel coding approach for noise-resistant compressed sensing

Christian Jutten, Massoud Babaie-Zadeh, A. HesamMohseni, 2009, 2009 IEEE International Conference on Acoustics, Speech and Signal Processing.

Multi-antenna assisted spectrum sensing in spatially correlated noise environments

Mikael Skoglund, Massoud Babaie-Zadeh, Ali Koochakzadeh, 2015, Signal Process..

An outlier-robust smoothness-based graph learning approach

M. Babaie-zadeh, Hesam Araghi, 2023, Signal Processing.

Accelerated Dictionary Learning for Sparse Signal Representation

Christian Jutten, Massoud Babaie-Zadeh, Fateme Ghayem, 2017, LVA/ICA.

Dictionary Learning for Sparse Representation: A Novel Approach

Christian Jutten, Massoud Babaie-Zadeh, Mostafa Sadeghi, 2013, IEEE Signal Processing Letters.

Dynamic K-Graphs: an Algorithm for Dynamic Graph Learning and Temporal Graph Signal Clustering

Massoud Babaie-Zadeh, Sophie Achard, Hesam Araghi, 2021, 2020 28th European Signal Processing Conference (EUSIPCO).

SR-NBS: A fast sparse representation based N-best class selector for robust phoneme classification

Massoud Babaie-Zadeh, Farbod Razzazi, Armin Saeb, 2014, Eng. Appl. Artif. Intell..

SRF: Matrix completion based on smoothed rank function

C. Jutten, M. Babaie-Zadeh, H. Ghasemi, 2011, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Estimating the mixing matrix in Sparse Component Analysis (SCA) based on partial k-dimensional subspace clustering

Christian Jutten, Massoud Babaie-Zadeh, Farid Movahedi Naini, 2008, Neurocomputing.

Learning Overcomplete Dictionaries Based on Atom-by-Atom Updating

C. Jutten, M. Sadeghi, M. Babaie-zadeh, 2014, IEEE Transactions on Signal Processing.

Relationships Between Nonlinear and Space-Variant Linear Models in Hyperspectral Image Unmixing

Jocelyn Chanussot, Christian Jutten, Massoud Babaie-Zadeh, 2017, IEEE Signal Processing Letters.

ICA by mutual information minimization: how to avoid local minima ?

Christian Jutten, Massoud Babaie-Zadeh, Bahman Bahmani, 2005 .

Decoding real-field codes by an iterative Expectation-Maximization (EM) algorithm

Christian Jutten, Hadi Zayyani, Massoud Babaie-Zadeh, 2008, 2008 IEEE International Conference on Acoustics, Speech and Signal Processing.

Sparse Component Analysis in Presence of Noise Using an Iterative EM-MAP Algorithm

Christian Jutten, Hadi Zayyani, Massoud Babaie-Zadeh, 2007, ICA.

A Dictionary Learning Method for Sparse Representation Using a Homotopy Approach

Christian Jutten, Massoud Babaie-Zadeh, Mostafa Sadeghi, 2015, LVA/ICA.

Low Mutual and Average Coherence Dictionary Learning Using Convex Approximation

Christian Jutten, Massoud Babaie-Zadeh, Mostafa Sadeghi, 2020, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Learning Overcomplete Dictionaries from Markovian Data

Massoud Babaie-Zadeh, Hamid Soltanian-Zadeh, Saeed Akhavan, 2018, 2018 IEEE 10th Sensor Array and Multichannel Signal Processing Workshop (SAM).

Outlier-aware dictionary learning for sparse representation

Christian Jutten, Massoud Babaie-Zadeh, Mostafa Sadeghi, 2014, 2014 IEEE International Workshop on Machine Learning for Signal Processing (MLSP).

Learning overcomplete dictionaries based on parallel atom-updating

Christian Jutten, Massoud Babaie-Zadeh, Mostafa Sadeghi, 2013, 2013 IEEE International Workshop on Machine Learning for Signal Processing (MLSP).

A new algorithm for learning overcomplete dictionaries

Christian Jutten, Massoud Babaie-Zadeh, Mostafa Sadeghi, 2013, 21st European Signal Processing Conference (EUSIPCO 2013).

Image interpolation using Gaussian Mixture Models with spatially constrained patch clustering

Christian Jutten, Massoud Babaie-Zadeh, Hossein Rabbani, 2015, 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Image Coding and Compression with Sparse 3D Discrete Cosine Transform

Christian Jutten, Massoud Babaie-Zadeh, Hamid Palangi, 2009, ICA.

Sparse Decomposition over non-full-rank dictionaries

Christian Jutten, Massoud Babaie-Zadeh, Vincent Vigneron, 2009, 2009 IEEE International Conference on Acoustics, Speech and Signal Processing.

COMPLEX-VALUED SPARSE REPRESENTATION BASED ON SMOOTHED

M. Babaie-Zadeh, G. H. Mohimani, M. Babaie-zadeh, 2007 .

Linear-quadratic blind source separating structure for removing show-through in scanned documents

Farnood Merrikh-Bayat, Christian Jutten, Massoud Babaie-Zadeh, 2011, International Journal on Document Analysis and Recognition (IJDAR).

Using Non-Negative Matrix Factorization for Removing Show-Through

Farnood Merrikh-Bayat, Christian Jutten, Massoud Babaie-Zadeh, 2010, LVA/ICA.

Blind separation of bilinear mixtures using mutual information minimization

Christian Jutten, Massoud Babaie-Zadeh, Fatemeh Mokhtari, 2009, 2009 IEEE International Workshop on Machine Learning for Signal Processing.

Estimating the mixing matrix in Sparse Component Analysis (SCA) based on multidimensional subspace clustering

C. Jutten, M. Babaie-Zadeh, G. H. Mohimani, 2007, 2007 IEEE International Conference on Telecommunications and Malaysia International Conference on Communications.

A New Approach for Graph Signal Separation Based on Smoothness

M. Babaie-zadeh, Mohammad-Hassan Ahmad Yarandi, 2024, IEEE Transactions on Signal Processing.

Graph Signal Separation Based on Smoothness or Sparsity in the Frequency Domain

D. Thanou, M. Babaie-zadeh, Sara Mohammadi, 2023, IEEE Transactions on Signal and Information Processing over Networks.

Estimating the mixing matrix in Sparse Component Analysis (SCA) based on partial k-dimensional subspace clustering

C. Jutten, G. H. Mohimani, F. M. Naini, 2008, Neurocomputing.

A robust ellipse fitting algorithm based on sparsity of outliers

Christian Jutten, Massoud Babaie-Zadeh, Mostafa Sadeghi, 2017, 2017 25th European Signal Processing Conference (EUSIPCO).

On the Error of Estimating the Sparsest Solution of Underdetermined Linear Systems

Christian Jutten, Massoud Babaie-Zadeh, G. Hosein Mohimani, 2011, IEEE Transactions on Information Theory.

ECG denoising and compression by sparse 2D separable transform with overcomplete mixed dictionaries

C. Jutten, A. Ghaffari, M. Babaie-Zadeh, 2009, 2009 IEEE International Workshop on Machine Learning for Signal Processing.

An Improved GraDe Method for Blind Separation of Graph Signals

M. Babaie-zadeh, Mohammad Sadeghi, 2023, IEEE Transactions on Signal Processing.