Massoud Babaie-Zadeh

ORCID

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 41

Top Venues

EUSIPCO

IEEE Trans. Signal Process.

Signal Process.

CoRR

Publications

Mohammad-Hassan Ahmad Yarandi, Massoud Babaie-Zadeh
A New Approach for Graph Signal Separation Based on Smoothness. IEEE Trans. Signal Process. 72 (2024)
Mohammad-Hassan Ahmad Yarandi, Massoud Babaie-Zadeh
A Closed-Form Solution for Graph Signal Separation Based on Smoothness. IEEE Trans. Signal Inf. Process. over Networks 9 (2023)
Saeed Mohseni-Sehdeh, Massoud Babaie-Zadeh
A fast dictionary-learning-based classification scheme using undercomplete dictionaries. Signal Process. 212 (2023)
Mohammad Sadeghi, Massoud Babaie-Zadeh
An Improved GraDe Method for Blind Separation of Graph Signals. IEEE Trans. Signal Process. 71 (2023)
Sara Mohammadi, Massoud Babaie-Zadeh, Dorina Thanou
Graph Signal Separation Based on Smoothness or Sparsity in the Frequency Domain. IEEE Trans. Signal Inf. Process. over Networks 9 (2023)
Mohammad Sadeghi, Bertrand Rivet, Massoud Babaie-Zadeh
Optimal Sensor Placement for Source Separation with Noisy Measurements. EUSIPCO (2023)
Hesam Araghi, Massoud Babaie-Zadeh
An outlier-robust smoothness-based graph learning approach. Signal Process. 206 (2023)
Elaheh Sobhani, Pierre Comon, Christian Jutten, Massoud Babaie-Zadeh
CorrIndex: A permutation invariant performance index. Signal Process. 195 (2022)
Ali Taimori, Farbod Razzazi, Alireza Behrad, Ali Ahmadi, Massoud Babaie-Zadeh
A part-level learning strategy for JPEG image recompression detection. Multim. Tools Appl. 80 (8) (2021)
Firooz Shahriari-Mehr, Javad Parsa, Massoud Babaie-Zadeh, Christian Jutten
New Dictionary Learning Methods for Two-Dimensional Signals. EUSIPCO (2020)
Amir Ehsan Khorashadi-Zadeh, Massoud Babaie-Zadeh, Christian Jutten
A Novel Pruning Approach for Bagging Ensemble Regression Based on Sparse Representation. ICASSP (2020)
Hesam Araghi, Massoud Babaie-Zadeh, Sophie Achard
Dynamic K-Graphs: an Algorithm for Dynamic Graph Learning and Temporal Graph Signal Clustering. EUSIPCO (2020)
Javad Parsa, Mostafa Sadeghi, Massoud Babaie-Zadeh, Christian Jutten
Low Mutual and Average Coherence Dictionary Learning Using Convex Approximation. ICASSP (2020)
Mostafa Sadeghi, Massoud Babaie-Zadeh
Dictionary learning with low mutual coherence constraint. Neurocomputing 407 (2020)
Javad Parsa, Mostafa Sadeghi, Massoud Babaie-Zadeh, Christian Jutten
A New Algorithm for Dictionary Learning Based on Convex Approximation. EUSIPCO (2019)
Mostafa Sadeghi, Fateme Ghayem, Massoud Babaie-Zadeh, Saikat Chatterjee, Mikael Skoglund, Christian Jutten
LOSoft: ℓ0 Minimization via Soft Thresholding. EUSIPCO (2019)
Hesam Araghi, Mohammad Sabbaqi, Massoud Babaie-Zadeh
K-Graphs: An Algorithm for Graph Signal Clustering and Multiple Graph Learning. IEEE Signal Process. Lett. 26 (10) (2019)
Elaheh Sobhani, Pierre Comon, Christian Jutten, Massoud Babaie-Zadeh
Text Mining with Constrained Tensor Decomposition. LOD (2019)
Saeed Akhavan, Samaneh Esmaeili, Massoud Babaie-Zadeh, Hamid Soltanian-Zadeh
Learning Overcomplete Dictionaries from Markovian Data. SAM (2018)
Fateme Ghayem, Mostafa Sadeghi, Massoud Babaie-Zadeh, Saikat Chatterjee, Mikael Skoglund, Christian Jutten
Sparse Signal Recovery Using Iterative Proximal Projection. IEEE Trans. Signal Process. 66 (4) (2018)
Javad Parsa, Mostafa Sadeghi, Massoud Babaie-Zadeh, Christian Jutten
Joint Low Mutual and Average Coherence Dictionary Learning. EUSIPCO (2018)
Alireza Hariri, Massoud Babaie-Zadeh
Compressive detection of sparse signals in additive white Gaussian noise without signal reconstruction. Signal Process. 131 (2017)
Lucas Drumetz, Bahram Ehsandoust, Jocelyn Chanussot, Bertrand Rivet, Massoud Babaie-Zadeh, Christian Jutten
Relationships Between Nonlinear and Space-Variant Linear Models in Hyperspectral Image Unmixing. IEEE Signal Process. Lett. 24 (10) (2017)
Ali Shahin Shamsabadi, Massoud Babaie-Zadeh, Seyyede Zohreh Seyyedsalehi, Hamid R. Rabiee, Christian Jutten
A new algorithm for training sparse autoencoders. EUSIPCO (2017)
Farnaz Sedighin, Massoud Babaie-Zadeh, Bertrand Rivet, Christian Jutten
Multimodal Soft Nonnegative Matrix Co-Factorization for Convolutive Source Separation. IEEE Trans. Signal Process. 65 (12) (2017)
Elaheh Sobhani, Mostafa Sadeghi, Massoud Babaie-Zadeh, Christian Jutten
A robust ellipse fitting algorithm based on sparsity of outliers. EUSIPCO (2017)
Farnaz Sedighin, Massoud Babaie-Zadeh, Bertrand Rivet, Christian Jutten
A New Algorithm for Multimodal Soft Coupling. LVA/ICA (2017)
Bahram Ehsandoust, Bertrand Rivet, Massoud Babaie-Zadeh, Christian Jutten
Blind compensation of polynomial mixtures of Gaussian signals with application in nonlinear blind source separation. ICASSP (2017)
Ghazaleh Delfi, Shayan Aziznejad, Sana Amani, Massoud Babaie-Zadeh, Christian Jutten
A generalization of weighted sparse decomposition to negative weights. EUSIPCO (2017)
Ali Taimori, Farbod Razzazi, Alireza Behrad, Ali Ahmadi, Massoud Babaie-Zadeh
A novel forensic image analysis tool for discovering double JPEG compression clues. Multim. Tools Appl. 76 (6) (2017)
Mostafa Sadeghi, Massoud Babaie-Zadeh
Incoherent Unit-Norm Frame Design via an Alternating Minimization Penalty Method. IEEE Signal Process. Lett. 24 (1) (2017)
Fateme Ghayem, Mostafa Sadeghi, Massoud Babaie-Zadeh, Christian Jutten
Accelerated Dictionary Learning for Sparse Signal Representation. LVA/ICA (2017)
Bahram Ehsandoust, Massoud Babaie-Zadeh, Bertrand Rivet, Christian Jutten
Blind Source Separation in Nonlinear Mixtures: Separability and a Basic Algorithm. IEEE Trans. Signal Process. 65 (16) (2017)
Milad Kharratzadeh, Arsalan Sharif-Nassab, Massoud Babaie-Zadeh
Invariancy of Sparse Recovery Algorithms. IEEE Trans. Inf. Theory 63 (6) (2017)
Mostafa Sadeghi, Massoud Babaie-Zadeh, Christian Jutten
Regularized low-coherence overcomplete dictionary learning for sparse signal decomposition. EUSIPCO (2016)
Mohammadreza Malek-Mohammadi, Ali Koochakzadeh, Massoud Babaie-Zadeh, Magnus Jansson, Cristian R. Rojas
Successive Concave Sparsity Approximation for Compressed Sensing. IEEE Trans. Signal Process. 64 (21) (2016)
Ali Taimori, Farbod Razzazi, Alireza Behrad, Ali Ahmadi, Massoud Babaie-Zadeh
Quantization-Unaware Double JPEG Compression Detection. J. Math. Imaging Vis. 54 (3) (2016)
Farnaz Sedighin, Massoud Babaie-Zadeh, Bertrand Rivet, Christian Jutten
Two multimodal approaches for single microphone source separation. EUSIPCO (2016)
Bahram Ehsandoust, Bertrand Rivet, Christian Jutten, Massoud Babaie-Zadeh
Nonlinear blind source separation for sparse sources. EUSIPCO (2016)
Mostafa Sadeghi, Massoud Babaie-Zadeh
Iterative Sparsification-Projection: Fast and Robust Sparse Signal Approximation. IEEE Trans. Signal Process. 64 (21) (2016)
Mohammadreza Malek-Mohammadi, Cristian R. Rojas, Magnus Jansson, Massoud Babaie-Zadeh
Upper bounds on the error of sparse vector and low-rank matrix recovery. Signal Process. 120 (2016)
Milad Niknejad, Mostafa Sadeghi, Massoud Babaie-Zadeh, Hossein Rabbani, Christian Jutten
A Dictionary Learning Method for Sparse Representation Using a Homotopy Approach. LVA/ICA (2015)
Milad Niknejad, Hossein Rabbani, Massoud Babaie-Zadeh, Christian Jutten
Image interpolation using Gaussian Mixture Models with spatially constrained patch clustering. ICASSP (2015)
Mohammadreza Malek-Mohammadi, Cristian R. Rojas, Magnus Jansson, Massoud Babaie-Zadeh
Upper Bounds on the Error of Sparse Vector and Low-Rank Matrix Recovery. CoRR (2015)
Sajad Daei, Massoud Babaie-Zadeh, Christian Jutten
A MAP-Based Order Estimation Procedure for Sparse Channel Estimation. LVA/ICA (2015)
Mohammadreza Malek-Mohammadi, Massoud Babaie-Zadeh, Mikael Skoglund
Performance guarantees for Schatten-p quasi-norm minimization in recovery of low-rank matrices. Signal Process. 114 (2015)
Milad Niknejad, Hossein Rabbani, Massoud Babaie-Zadeh
Image Restoration Using Gaussian Mixture Models With Spatially Constrained Patch Clustering. IEEE Trans. Image Process. 24 (11) (2015)
Mohammadreza Malek-Mohammadi, Massoud Babaie-Zadeh, Mikael Skoglund
Iterative Concave Rank Approximation for Recovering Low-Rank Matrices. CoRR (2015)
Bahram Ehsandoust, Massoud Babaie-Zadeh, Christian Jutten
Blind Source Separation in Nonlinear Mixture for Colored Sources Using Signal Derivatives. LVA/ICA (2015)
Ali Koochakzadeh, Mohammadreza Malek-Mohammadi, Massoud Babaie-Zadeh, Mikael Skoglund
Multi-antenna assisted spectrum sensing in spatially correlated noise environments. Signal Process. 108 (2015)
Mohammadreza Malek-Mohammadi, Ali Koochakzadeh, Massoud Babaie-Zadeh, Magnus Jansson, Cristian R. Rojas
Successive Concave Sparsity Approximation: Near-Oracle Performance in a Wide Range of Sparsity Levels. CoRR (2015)
Mohammadreza Malek-Mohammadi, Magnus Jansson, Arash Owrang, Ali Koochakzadeh, Massoud Babaie-Zadeh
DOA estimation in partially correlated noise using low-rank/sparse matrix decomposition. SAM (2014)
Mohsen Joneidi, Mostafa Sadeghi, Mojtaba Sahraee-Ardakan, Massoud Babaie-Zadeh, Christian Jutten
A study on clustering-based image denoising: From global clustering to local grouping. EUSIPCO (2014)
Armin Saeb, Farbod Razzazi, Massoud Babaie-Zadeh
SR-NBS: A fast sparse representation based N-best class selector for robust phoneme classification. Eng. Appl. Artif. Intell. 28 (2014)
Mohammadreza Malek-Mohammadi, Magnus Jansson, Arash Owrang, Ali Koochakzadeh, Massoud Babaie-Zadeh
DOA Estimation in Partially Correlated Noise Using Low-Rank/Sparse Matrix Decomposition. CoRR (2014)
Jamal Golmohammady, Mohsen Joneidi, Mostafa Sadeghi, Massoud Babaie-Zadeh, Christian Jutten
K-LDA: An algorithm for learning jointly overcomplete and discriminative dictionaries. EUSIPCO (2014)
Mohammadreza Malek-Mohammadi, Massoud Babaie-Zadeh, Arash Amini, Christian Jutten
Recovery of Low-Rank Matrices Under Affine Constraints via a Smoothed Rank Function. IEEE Trans. Signal Process. 62 (4) (2014)
Mostafa Sadeghi, Massoud Babaie-Zadeh, Christian Jutten
Learning Overcomplete Dictionaries Based on Atom-by-Atom Updating. IEEE Trans. Signal Process. 62 (4) (2014)
Armin Saeb, Farbod Razzazi, Massoud Babaie-Zadeh
A fast phoneme recognition system based on sparse representation of test utterances. HSCMA (2014)
Mohammad Baghery Daneshvar, Massoud Babaie-Zadeh, Seyed Ghorshi
Scale Invariant Feature Transform using oriented pattern. CCECE (2014)
Rad Niazadeh, Sina Hamidi Ghalehjegh, Massoud Babaie-Zadeh, Christian Jutten
Corrigendum to "ISI sparse channel estimation based on SL0 and its application in ML sequence-by-sequence equalization" [Signal Processing 92 (2012) 1875-1885]. Signal Process. 94 (2014)
Mohammadreza Malek-Mohammadi, Massoud Babaie-Zadeh, Mikael Skoglund
Iterative Concave Rank Approximation for Recovering Low-Rank Matrices. IEEE Trans. Signal Process. 62 (20) (2014)
Mohammadreza Malek-Mohammadi, Massoud Babaie-Zadeh, Mikael Skoglund
Performance Guarantees for Schatten-$p$ Quasi-Norm Minimization in Recovery of Low-Rank Matrices. CoRR (2014)
Sajjad Amini, Mostafa Sadeghi, Mohsen Joneidi, Massoud Babaie-Zadeh, Christian Jutten
Outlier-aware dictionary learning for sparse representation. MLSP (2014)
Mostafa Sadeghi, Massoud Babaie-Zadeh, Christian Jutten
A new algorithm for learning overcomplete dictionaries. EUSIPCO (2013)
Mostafa Sadeghi, Massoud Babaie-Zadeh, Christian Jutten
Learning overcomplete dictionaries based on parallel atom-updating. MLSP (2013)
Mostafa Sadeghi, Massoud Babaie-Zadeh, Christian Jutten
Dictionary Learning for Sparse Representation: A Novel Approach. IEEE Signal Process. Lett. 20 (12) (2013)
Mohammadreza Malek-Mohammadi, Massoud Babaie-Zadeh, Arash Amini, Christian Jutten
Recovery of Low Rank Matrices Under Affine Constraints via a Smoothed Rank Function. CoRR (2013)
Rad Niazadeh, Massoud Babaie-Zadeh, Christian Jutten
Sparse Channel Estimation by Factor Graphs. CoRR (2013)
Hadi Zayyani, Massoud Babaie-Zadeh
Approximated Cramér-Rao bound for estimating the mixing matrix in the two-sensor noisy Sparse Component Analysis (SCA). Digit. Signal Process. 23 (3) (2013)
Mostafa Sadeghi, Mohsen Joneidi, Massoud Babaie-Zadeh, Christian Jutten
Sequential subspace finding: A new algorithm for learning low-dimensional linear subspaces. EUSIPCO (2013)
Zahra Sadeghipoor, Massoud Babaie-Zadeh, Christian Jutten
Dictionary learning for sparse decomposition: A new criterion and algorithm. ICASSP (2013)
Rad Niazadeh, Massoud Babaie-Zadeh, Christian Jutten
On the Achievability of Cramér-Rao Bound in Noisy Compressed Sensing. IEEE Trans. Signal Process. 60 (1) (2012)
Azar Zandifar, Massoud Babaie-Zadeh, Christian Jutten
A projected gradient-based algorithm to unmix hyperspectral data. EUSIPCO (2012)
Massoud Babaie-Zadeh, Behzad Mehrdad, Georgios B. Giannakis
Weighted sparse signal decomposition. ICASSP (2012)
Ali Taimori, Farbod Razzazi, Alireza Behrad, Ali Ahmadi, Massoud Babaie-Zadeh
A proper transform for satisfying Benford's Law and its application to double JPEG image forensics. ISSPIT (2012)
Arsalan Sharif-Nassab, Milad Kharratzadeh, Massoud Babaie-Zadeh, Christian Jutten
How to use real-valued sparse recovery algorithms for complex-valued sparse recovery? EUSIPCO (2012)
Rad Niazadeh, Sina Hamidi Ghalehjegh, Massoud Babaie-Zadeh, Christian Jutten
ISI sparse channel estimation based on SL0 and its application in ML sequence-by-sequence equalization. Signal Process. 92 (8) (2012)
Massoud Babaie-Zadeh, Christian Jutten, G. Hosein Mohimani
On the Error of Estimating the Sparsest Solution of Underdetermined Linear Systems. IEEE Trans. Inf. Theory 57 (12) (2011)
Massoud Babaie-Zadeh, Christian Jutten
Corrections to "On the Stable Recovery of the Sparsest Overcomplete Representations in Presence of Noise" [Oct 10 5396-5400]. IEEE Trans. Signal Process. 59 (4) (2011)
Hooshang Ghasemi, Mohammadreza Malek-Mohammadi, Massoud Babaie-Zadeh, Christian Jutten
SRF: Matrix completion based on smoothed rank function. ICASSP (2011)
Abolfazl Hajisami, Alireza Rahmati, Massoud Babaie-Zadeh
Watermarking Based on Independent Component Analysis in Spatial Domain. UKSim (2011)
Massoud Babaie-Zadeh, Christian Jutten, G. Hosein Mohimani
On the error of estimating the sparsest solution of underdetermined linear systems CoRR (2011)
Farnood Merrikh-Bayat, Massoud Babaie-Zadeh, Christian Jutten
Linear-quadratic blind source separating structure for removing show-through in scanned documents. Int. J. Document Anal. Recognit. 14 (4) (2011)
Armin Eftekhari, Massoud Babaie-Zadeh, Hamid Abrishami Moghaddam
Two-dimensional random projection. Signal Process. 91 (7) (2011)
Massoud Babaie-Zadeh, Christian Jutten
On the stable recovery of the sparsest overcomplete representations in presence of noise. IEEE Trans. Signal Process. 58 (10) (2010)
Hadi Zayyani, Massoud Babaie-Zadeh, Christian Jutten
Bayesian Cramér-Rao Bound for Noisy Non-Blind and Blind Compressed Sensing CoRR (2010)
Hadi Zayyani, Massoud Babaie-Zadeh, Christian Jutten
Bayesian Hypothesis Testing for Sparse Representation CoRR (2010)
G. Hosein Mohimani, Massoud Babaie-Zadeh, Irina Gorodnitsky, Christian Jutten
(SL0): Convergence Analysis CoRR (2010)
Mahdi Ataee, Hadi Zayyani, Massoud Babaie-Zadeh, Christian Jutten
Parametric dictionary learning using steepest descent. ICASSP (2010)
Rad Niazadeh, Massoud Babaie-Zadeh, Christian Jutten
An Alternating Minimization Method for Sparse Channel Estimation. LVA/ICA (2010)
Mahsa Akhbari, Massoud Babaie-Zadeh, Emad Fatemizadeh, Christian Jutten
An entropy based method for activation detection of functional MRI data using Independent Component Analysis. ICASSP (2010)
Rad Niazadeh, Sina Hamidi Ghalehjegh, Massoud Babaie-Zadeh, Christian Jutten
Adaptive and Non-adaptive ISI Sparse Channel Estimation Based on SL0 and Its Application in ML Sequence-by-Sequence Equalization. LVA/ICA (2010)
Sina Hamidi Ghalehjegh, Massoud Babaie-Zadeh, Christian Jutten
Fast Block-Sparse Decomposition Based on SL0. LVA/ICA (2010)
Farnood Merrikh-Bayat, Massoud Babaie-Zadeh, Christian Jutten
Using Non-Negative Matrix Factorization for Removing Show-Through. LVA/ICA (2010)
Rad Niazadeh, Massoud Babaie-Zadeh, Christian Jutten
On the Achievability of Cramér-Rao Bound In Noisy Compressed Sensing CoRR (2010)
Massoud Babaie-Zadeh, Christian Jutten
On the stable recovery of the sparsest overcomplete representations in presence of noise CoRR (2010)
A. HesamMohseni, Massoud Babaie-Zadeh, Christian Jutten
Inflating compressed samples: A joint source-channel coding approach for noise-resistant compressed sensing. ICASSP (2009)
Massoud Babaie-Zadeh, Vincent Vigneron, Christian Jutten
Sparse Decomposition over non-full-rank dictionaries. ICASSP (2009)
Seyyed Majid Valiollahzadeh, Hamed Firouzi, Massoud Babaie-Zadeh, Christian Jutten
Image Denoising Using Sparse Representations. ICA (2009)

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Publication Activity (10 Years)

Top Topics

Top Venues

Massoud Babaie-Zadeh