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Massoud Babaie-Zadeh

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affiliation: Sharif University of Technology, Tehran, Iran

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2020 – today

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2025
[j49]
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Mohammad Sadeghi, Bertrand Rivet, Massoud Babaie-Zadeh:
Enhancing source separation quality via optimal sensor placement in noisy environments. Signal Process. 226: 109659 (2025)
2024
[j48]
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Mohammad-Hassan Ahmad Yarandi, Massoud Babaie-Zadeh:
A New Approach for Graph Signal Separation Based on Smoothness. IEEE Trans. Signal Process. 72: 972-981 (2024)
2023
[j47]
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Hesam Araghi, Massoud Babaie-Zadeh:
An outlier-robust smoothness-based graph learning approach. Signal Process. 206: 108927 (2023)
[j46]
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Saeed Mohseni-Sehdeh, Massoud Babaie-Zadeh:
A fast dictionary-learning-based classification scheme using undercomplete dictionaries. Signal Process. 212: 109124 (2023)
[j45]
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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: 152-161 (2023)
[j44]
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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: 823-824 (2023)
[j43]
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Mohammad Sadeghi, Massoud Babaie-Zadeh:
An Improved GraDe Method for Blind Separation of Graph Signals. IEEE Trans. Signal Process. 71: 4382-4391 (2023)
[c77]
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Mohammad Sadeghi, Bertrand Rivet, Massoud Babaie-Zadeh:
Optimal Sensor Placement for Source Separation with Noisy Measurements. EUSIPCO 2023: 1664-1668
2022
[j42]
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Elaheh Sobhani, Pierre Comon, Christian Jutten, Massoud Babaie-Zadeh:
CorrIndex: A permutation invariant performance index. Signal Process. 195: 108457 (2022)
2021
[j41]
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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): 12235-12247 (2021)
2020
[j40]
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  - journals/ijon/SadeghiB20
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Mostafa Sadeghi, Massoud Babaie-Zadeh:
Dictionary learning with low mutual coherence constraint. Neurocomputing 407: 163-174 (2020)
[c76]
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  - conf/eusipco/Shahriari-MehrP20
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Firooz Shahriari-Mehr, Javad Parsa, Massoud Babaie-Zadeh, Christian Jutten:
New Dictionary Learning Methods for Two-Dimensional Signals. EUSIPCO 2020: 2021-2025
[c75]
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Hesam Araghi, Massoud Babaie-Zadeh, Sophie Achard:
Dynamic K-Graphs: an Algorithm for Dynamic Graph Learning and Temporal Graph Signal Clustering. EUSIPCO 2020: 2195-2199
[c74]
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Javad Parsa, Mostafa Sadeghi, Massoud Babaie-Zadeh, Christian Jutten:
Low Mutual and Average Coherence Dictionary Learning Using Convex Approximation. ICASSP 2020: 3417-3421
[c73]
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  - conf/icassp/Khorashadi-Zadeh20
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Amir Ehsan Khorashadi-Zadeh, Massoud Babaie-Zadeh, Christian Jutten:
A Novel Pruning Approach for Bagging Ensemble Regression Based on Sparse Representation. ICASSP 2020: 4032-4036

2010 – 2019

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2019
[j39]
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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): 1486-1490 (2019)
[c72]
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Javad Parsa, Mostafa Sadeghi, Massoud Babaie-Zadeh, Christian Jutten:
A New Algorithm for Dictionary Learning Based on Convex Approximation. EUSIPCO 2019: 1-5
[c71]
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Mostafa Sadeghi, Fateme Ghayem, Massoud Babaie-Zadeh, Saikat Chatterjee, Mikael Skoglund, Christian Jutten:
LOSoft: ℓ0 Minimization via Soft Thresholding. EUSIPCO 2019: 1-5
[c70]
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Elaheh Sobhani, Pierre Comon, Christian Jutten, Massoud Babaie-Zadeh:
Text Mining with Constrained Tensor Decomposition. LOD 2019: 219-231
2018
[j38]
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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): 879-894 (2018)
[c69]
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Javad Parsa, Mostafa Sadeghi, Massoud Babaie-Zadeh, Christian Jutten:
Joint Low Mutual and Average Coherence Dictionary Learning. EUSIPCO 2018: 1725-1729
[c68]
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  - conf/ieeesam/AkhavanEBS18
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Saeed Akhavan, Samaneh Esmaeili, Massoud Babaie-Zadeh, Hamid Soltanian-Zadeh:
Learning Overcomplete Dictionaries from Markovian Data. SAM 2018: 218-222
2017
[j37]
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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): 7749-7783 (2017)
[j36]
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Alireza Hariri, Massoud Babaie-Zadeh:
Compressive detection of sparse signals in additive white Gaussian noise without signal reconstruction. Signal Process. 131: 376-385 (2017)
[j35]
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Mostafa Sadeghi, Massoud Babaie-Zadeh:
Incoherent Unit-Norm Frame Design via an Alternating Minimization Penalty Method. IEEE Signal Process. Lett. 24(1): 32-36 (2017)
[j34]
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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): 1567-1571 (2017)
[j33]
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Milad Kharratzadeh, Arsalan Sharif-Nassab, Massoud Babaie-Zadeh:
Invariancy of Sparse Recovery Algorithms. IEEE Trans. Inf. Theory 63(6): 3333-3347 (2017)
[j32]
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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): 3179-3190 (2017)
[j31]
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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): 4339-4352 (2017)
[c67]
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Elaheh Sobhani, Mostafa Sadeghi, Massoud Babaie-Zadeh, Christian Jutten:
A robust ellipse fitting algorithm based on sparsity of outliers. EUSIPCO 2017: 1195-1199
[c66]
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  - conf/eusipco/ShamsabadiBSRJ17
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Ali Shahin Shamsabadi, Massoud Babaie-Zadeh, Seyyede Zohreh Seyyedsalehi, Hamid R. Rabiee, Christian Jutten:
A new algorithm for training sparse autoencoders. EUSIPCO 2017: 2141-2145
[c65]
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Ghazaleh Delfi, Shayan Aziznejad, Sana Amani, Massoud Babaie-Zadeh, Christian Jutten:
A generalization of weighted sparse decomposition to negative weights. EUSIPCO 2017: 2146-2150
[c64]
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Farnaz Sedighin, Massoud Babaie-Zadeh, Bertrand Rivet, Christian Jutten:
A New Algorithm for Multimodal Soft Coupling. LVA/ICA 2017: 162-171
[c63]
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  - conf/ica/GhayemSBJ17
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Fateme Ghayem, Mostafa Sadeghi, Massoud Babaie-Zadeh, Christian Jutten:
Accelerated Dictionary Learning for Sparse Signal Representation. LVA/ICA 2017: 531-541
[c62]
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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: 4681-4685
[e1]
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Petr Tichavský, Massoud Babaie-Zadeh, Olivier J. J. Michel, Nadège Thirion-Moreau:
Latent Variable Analysis and Signal Separation - 13th International Conference, LVA/ICA 2017, Grenoble, France, February 21-23, 2017, Proceedings. Lecture Notes in Computer Science 10169, 2017, ISBN 978-3-319-53546-3 [contents]
2016
[j30]
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Ali Taimori, Farbod Razzazi, Alireza Behrad, Ali Ahmadi, Massoud Babaie-Zadeh:
Quantization-Unaware Double JPEG Compression Detection. J. Math. Imaging Vis. 54(3): 269-286 (2016)
[j29]
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  - journals/sigpro/Malek-Mohammadi16
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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: 249-254 (2016)
[j28]
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Mostafa Sadeghi, Massoud Babaie-Zadeh:
Iterative Sparsification-Projection: Fast and Robust Sparse Signal Approximation. IEEE Trans. Signal Process. 64(21): 5536-5548 (2016)
[j27]
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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): 5657-5671 (2016)
[c61]
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Farnaz Sedighin, Massoud Babaie-Zadeh, Bertrand Rivet, Christian Jutten:
Two multimodal approaches for single microphone source separation. EUSIPCO 2016: 110-114
[c60]
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Mostafa Sadeghi, Massoud Babaie-Zadeh, Christian Jutten:
Regularized low-coherence overcomplete dictionary learning for sparse signal decomposition. EUSIPCO 2016: 369-373
[c59]
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Bahram Ehsandoust, Bertrand Rivet, Christian Jutten, Massoud Babaie-Zadeh:
Nonlinear blind source separation for sparse sources. EUSIPCO 2016: 1583-1587
2015
[j26]
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Ali Koochakzadeh, Mohammadreza Malek-Mohammadi, Massoud Babaie-Zadeh, Mikael Skoglund:
Multi-antenna assisted spectrum sensing in spatially correlated noise environments. Signal Process. 108: 69-76 (2015)
[j25]
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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: 225-230 (2015)
[j24]
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Milad Niknejad, Hossein Rabbani, Massoud Babaie-Zadeh:
Image Restoration Using Gaussian Mixture Models With Spatially Constrained Patch Clustering. IEEE Trans. Image Process. 24(11): 3624-3636 (2015)
[c58]
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Bahram Ehsandoust, Massoud Babaie-Zadeh, Christian Jutten:
Blind Source Separation in Nonlinear Mixture for Colored Sources Using Signal Derivatives. LVA/ICA 2015: 193-200
[c57]
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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: 271-278
[c56]
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Sajad Daei, Massoud Babaie-Zadeh, Christian Jutten:
A MAP-Based Order Estimation Procedure for Sparse Channel Estimation. LVA/ICA 2015: 344-351
[c55]
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Milad Niknejad, Hossein Rabbani, Massoud Babaie-Zadeh, Christian Jutten:
Image interpolation using Gaussian Mixture Models with spatially constrained patch clustering. ICASSP 2015: 1613-1617
[i18]
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Mohammadreza Malek-Mohammadi, Massoud Babaie-Zadeh, Mikael Skoglund:
Iterative Concave Rank Approximation for Recovering Low-Rank Matrices. CoRR abs/1504.01158 (2015)
[i17]
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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 abs/1504.03195 (2015)
[i16]
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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 abs/1505.06841 (2015)
2014
[j23]
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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: 155-164 (2014)
[j22]
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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: 703 (2014)
[j21]
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Mostafa Sadeghi, Massoud Babaie-Zadeh, Christian Jutten:
Learning Overcomplete Dictionaries Based on Atom-by-Atom Updating. IEEE Trans. Signal Process. 62(4): 883-891 (2014)
[j20]
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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): 981-992 (2014)
[j19]
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Mohammadreza Malek-Mohammadi, Massoud Babaie-Zadeh, Mikael Skoglund:
Iterative Concave Rank Approximation for Recovering Low-Rank Matrices. IEEE Trans. Signal Process. 62(20): 5213-5226 (2014)
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Mohammad Baghery Daneshvar, Massoud Babaie-Zadeh, Seyed Ghorshi:
Scale Invariant Feature Transform using oriented pattern. CCECE 2014: 1-5
[c53]
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Jamal Golmohammady, Mohsen Joneidi, Mostafa Sadeghi, Massoud Babaie-Zadeh, Christian Jutten:
K-LDA: An algorithm for learning jointly overcomplete and discriminative dictionaries. EUSIPCO 2014: 775-779
[c52]
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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: 1657-1661
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Armin Saeb, Farbod Razzazi, Massoud Babaie-Zadeh:
A fast phoneme recognition system based on sparse representation of test utterances. HSCMA 2014: 32-36
[c50]
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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: 373-376
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Sajjad Amini, Mostafa Sadeghi, Mohsen Joneidi, Massoud Babaie-Zadeh, Christian Jutten:
Outlier-aware dictionary learning for sparse representation. MLSP 2014: 1-6
[i15]
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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 abs/1405.0674 (2014)
[i14]
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Mohammadreza Malek-Mohammadi, Massoud Babaie-Zadeh, Mikael Skoglund:
Performance Guarantees for Schatten-$p$ Quasi-Norm Minimization in Recovery of Low-Rank Matrices. CoRR abs/1407.3716 (2014)
2013
[j18]
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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): 771-779 (2013)
[j17]
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Mostafa Sadeghi, Massoud Babaie-Zadeh, Christian Jutten:
Dictionary Learning for Sparse Representation: A Novel Approach. IEEE Signal Process. Lett. 20(12): 1195-1198 (2013)
[c48]
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Mostafa Sadeghi, Massoud Babaie-Zadeh, Christian Jutten:
A new algorithm for learning overcomplete dictionaries. EUSIPCO 2013: 1-4
[c47]
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Mostafa Sadeghi, Mohsen Joneidi, Massoud Babaie-Zadeh, Christian Jutten:
Sequential subspace finding: A new algorithm for learning low-dimensional linear subspaces. EUSIPCO 2013: 1-5
[c46]
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Zahra Sadeghipoor, Massoud Babaie-Zadeh, Christian Jutten:
Dictionary learning for sparse decomposition: A new criterion and algorithm. ICASSP 2013: 5855-5859
[c45]
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Mostafa Sadeghi, Massoud Babaie-Zadeh, Christian Jutten:
Learning overcomplete dictionaries based on parallel atom-updating. MLSP 2013: 1-5
[i13]
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Mohammadreza Malek-Mohammadi, Massoud Babaie-Zadeh, Arash Amini, Christian Jutten:
Recovery of Low Rank Matrices Under Affine Constraints via a Smoothed Rank Function. CoRR abs/1308.2293 (2013)
[i12]
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Rad Niazadeh, Massoud Babaie-Zadeh, Christian Jutten:
Sparse Channel Estimation by Factor Graphs. CoRR abs/1308.5597 (2013)
2012
[j16]
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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): 1875-1885 (2012)
[j15]
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Rad Niazadeh, Massoud Babaie-Zadeh, Christian Jutten:
On the Achievability of Cramér-Rao Bound in Noisy Compressed Sensing. IEEE Trans. Signal Process. 60(1): 518-526 (2012)
[c44]
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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: 849-853
[c43]
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Azar Zandifar, Massoud Babaie-Zadeh, Christian Jutten:
A projected gradient-based algorithm to unmix hyperspectral data. EUSIPCO 2012: 2482-2486
[c42]
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Massoud Babaie-Zadeh, Behzad Mehrdad, Georgios B. Giannakis:
Weighted sparse signal decomposition. ICASSP 2012: 3425-3428
[c41]
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  - conf/isspit/TaimoriRBAB12
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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: 240-244
2011
[j14]
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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): 319-333 (2011)
[j13]
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Armin Eftekhari, Massoud Babaie-Zadeh, Hamid Abrishami Moghaddam:
Two-dimensional random projection. Signal Process. 91(7): 1589-1603 (2011)
[j12]
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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): 7840-7855 (2011)
[j11]
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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): 1913 (2011)
[c40]
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Hooshang Ghasemi, Mohammadreza Malek-Mohammadi, Massoud Babaie-Zadeh, Christian Jutten:
SRF: Matrix completion based on smoothed rank function. ICASSP 2011: 3672-3675
[c39]
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  - conf/uksim/HajisamiRB11
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Abolfazl Hajisami, Alireza Rahmati, Massoud Babaie-Zadeh:
Watermarking Based on Independent Component Analysis in Spatial Domain. UKSim 2011: 299-303
[i11]
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Massoud Babaie-Zadeh, Christian Jutten, G. Hosein Mohimani:
On the error of estimating the sparsest solution of underdetermined linear systems. CoRR abs/1112.0789 (2011)
2010
[j10]
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Massoud Babaie-Zadeh, Christian Jutten:
On the stable recovery of the sparsest overcomplete representations in presence of noise. IEEE Trans. Signal Process. 58(10): 5396-5400 (2010)
[c38]
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Rad Niazadeh, Massoud Babaie-Zadeh, Christian Jutten:
An Alternating Minimization Method for Sparse Channel Estimation. LVA/ICA 2010: 319-327
[c37]
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Sina Hamidi Ghalehjegh, Massoud Babaie-Zadeh, Christian Jutten:
Fast Block-Sparse Decomposition Based on SL0. LVA/ICA 2010: 426-433
[c36]
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Farnood Merrikh-Bayat, Massoud Babaie-Zadeh, Christian Jutten:
Using Non-Negative Matrix Factorization for Removing Show-Through. LVA/ICA 2010: 482-489
[c35]
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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: 579-587
[c34]
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Mahdi Ataee, Hadi Zayyani, Massoud Babaie-Zadeh, Christian Jutten:
Parametric dictionary learning using steepest descent. ICASSP 2010: 1978-1981
[c33]
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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: 2014-2017
[i10]
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G. Hosein Mohimani, Massoud Babaie-Zadeh, Irina Gorodnitsky, Christian Jutten:
Sparse Recovery using Smoothed ℓ⁰ (SL0): Convergence Analysis. CoRR abs/1001.5073 (2010)
[i9]
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Hadi Zayyani, Massoud Babaie-Zadeh, Christian Jutten:
Bayesian Cramér-Rao Bound for Noisy Non-Blind and Blind Compressed Sensing. CoRR abs/1005.4316 (2010)
[i8]
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  - journals/corr/abs-1006-0304
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Massoud Babaie-Zadeh, Christian Jutten:
On the stable recovery of the sparsest overcomplete representations in presence of noise. CoRR abs/1006.0304 (2010)
[i7]
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Rad Niazadeh, Massoud Babaie-Zadeh, Christian Jutten:
On the Achievability of Cramér-Rao Bound In Noisy Compressed Sensing. CoRR abs/1006.2513 (2010)
[i6]
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  - journals/corr/abs-1008-3618
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Hadi Zayyani, Massoud Babaie-Zadeh, Christian Jutten:
Bayesian Hypothesis Testing for Sparse Representation. CoRR abs/1008.3618 (2010)

2000 – 2009

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2009
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G. Hosein Mohimani, Massoud Babaie-Zadeh, Christian Jutten:
A Fast Approach for Overcomplete Sparse Decomposition Based on Smoothed ell ⁰ Norm. IEEE Trans. Signal Process. 57(1): 289-301 (2009)
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Hadi Zayyani, Massoud Babaie-Zadeh, Christian Jutten:
An iterative Bayesian algorithm for sparse component analysis in presence of noise. IEEE Trans. Signal Process. 57(11): 4378-4390 (2009)
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Armin Eftekhari, Hamid Abrishami Moghaddam, Massoud Babaie-Zadeh:
k/K-Nearest Neighborhood Criterion for Improving Locally Linear Embedding. CGIV 2009: 392-397
[c31]
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Armin Eftekhari, Hamid Abrishami Moghaddam, Massoud Babaie-Zadeh:
Two Dimensional Compressive Classifier for Sparse Images. CGIV 2009: 402-405
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Armin Eftekhari, Hamid Abrishami Moghaddam, Massoud Babaie-Zadeh:
k/K-Nearest Neighborhood Criterion for Improvement of Locally Linear Embedding. CAIP 2009: 808-815
[c29]
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Hadi Zayyani, Massoud Babaie-Zadeh, Christian Jutten:
Bayesian Pursuit algorithm for sparse representation. ICASSP 2009: 1549-1552
[c28]
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Hadi Zayyani, Massoud Babaie-Zadeh:
Thresholded smoothed-l⁰(SL0) dictionary learning for sparse representations. ICASSP 2009: 1825-1828
[c27]
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Massoud Babaie-Zadeh, Vincent Vigneron, Christian Jutten:
Sparse Decomposition over non-full-rank dictionaries. ICASSP 2009: 2953-2956
[c26]
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A. HesamMohseni, Massoud Babaie-Zadeh, Christian Jutten:
Inflating compressed samples: A joint source-channel coding approach for noise-resistant compressed sensing. ICASSP 2009: 2957-2960
[c25]
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  - conf/icassp/GhafariBJ09
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Aboozar Ghafari, Massoud Babaie-Zadeh, Christian Jutten:
Sparse decomposition of two dimensional signals. ICASSP 2009: 3157-3160
[c24]
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  - conf/icassp/EftekhariBJM09
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Armin Eftekhari, Massoud Babaie-Zadeh, Christian Jutten, Hamid Abrishami Moghaddam:
Robust-SL0 for stable sparse representation in noisy settings. ICASSP 2009: 3433-3436
[c23]
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Armin Eftekhari, Hamid Abrishami Moghaddam, Massoud Babaie-Zadeh, Mohammad Shahram Moin:
Two dimensional compressive classifier for sparse images. ICIP 2009: 2137-2140
[c22]
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  - conf/ida/PalangiGBJ09
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Hamid Palangi, Aboozar Ghafari, Massoud Babaie-Zadeh, Christian Jutten:
Image Coding and Compression with Sparse 3D Discrete Cosine Transform. ICA 2009: 532-539
[c21]
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  - conf/ida/ValiollahzadehFBJ09
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Seyyed Majid Valiollahzadeh, Hamed Firouzi, Massoud Babaie-Zadeh, Christian Jutten:
Image Denoising Using Sparse Representations. ICA 2009: 557-564
2008
[j7]
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  - journals/ijon/NainiMBJ08
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Farid Movahedi Naini, G. Hosein Mohimani, Massoud Babaie-Zadeh, Christian Jutten:
Estimating the mixing matrix in Sparse Component Analysis (SCA) based on partial k-dimensional subspace clustering. Neurocomputing 71(10-12): 2330-2343 (2008)
[j6]
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  - journals/spl/ZayyaniBHJ08
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Hadi Zayyani, Massoud Babaie-Zadeh, Farzan Haddadi, Christian Jutten:
On the Cramér-Rao Bound for Estimating the Mixing Matrix in Noisy Sparse Component Analysis. IEEE Signal Process. Lett. 15: 609-612 (2008)
[c20]
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Adel Javanmard, P. Pad, Massoud Babaie-Zadeh, Christian Jutten:
Estimating the mixing matrix in underdetermined Sparse Component Analysis (SCA) using consecutive independent component analysis (ICA). EUSIPCO 2008: 1-5
[c19]
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Farnood Merrikh-Bayat, Massoud Babaie-Zadeh, Christian Jutten:
A nonlinear blind source separation solution for removing the show-through effect in the scanned documents. EUSIPCO 2008: 1-5
[c18]
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Hadi Zayyani, Massoud Babaie-Zadeh, Christian Jutten:
Estimating the mixing matrix in Sparse Component Analysis (SCA) using EM algorithm and iterative Bayesian clustering. EUSIPCO 2008: 1-5
[c17]
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Hamed Firouzi, Massoud Babaie-Zadeh, Aria Ghasemian Sahebi, Christian Jutten:
A first step to convolutive sparse representation. ICASSP 2008: 1921-1924
[c16]
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Hadi Zayyani, Massoud Babaie-Zadeh, Christian Jutten:
Decoding real-field codes by an iterative Expectation-Maximization (EM) algorithm. ICASSP 2008: 3169-3172
[c15]
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  - conf/icassp/MohimaniBJ08
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G. Hosein Mohimani, Massoud Babaie-Zadeh, Christian Jutten:
Complex-valued sparse representation based on smoothed l⁰ norm. ICASSP 2008: 3881-3884
[i5]
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  - journals/corr/abs-0809-2508
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G. Hosein Mohimani, Massoud Babaie-Zadeh, Christian Jutten:
A fast approach for overcomplete sparse decomposition based on smoothed L0 norm. CoRR abs/0809.2508 (2008)
[i4]
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  - journals/corr/abs-0809-3485
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Hamed Firouzi, Massoud Babaie-Zadeh, Aria Ghasemian Sahebi, Christian Jutten:
A First Step to Convolutive Sparse Representation. CoRR abs/0809.3485 (2008)
[i3]
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  - journals/corr/abs-0811-2868
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Hamed Firouzi, Masoud Farivar, Massoud Babaie-Zadeh, Christian Jutten:
Approximate Sparse Decomposition Based on Smoothed L0-Norm. CoRR abs/0811.2868 (2008)
[i2]
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Seyyed Majid Valiollahzadeh, Mohammad Nazari, Massoud Babaie-Zadeh, Christian Jutten:
A New Trend in Optimization on Multi Overcomplete Dictionary toward Inpainting. CoRR abs/0812.2405 (2008)
[i1]
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  - journals/corr/abs-0812-2892
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Hadi Zayyani, Seyyed Majid Valiollahzadeh, Massoud Babaie-Zadeh:
Sparse Component Analysis (SCA) in Random-valued and Salt and Pepper Noise Removal. CoRR abs/0812.2892 (2008)
2007
[c14]
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  - conf/ica/MohimaniBJ07
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G. Hosein Mohimani, Massoud Babaie-Zadeh, Christian Jutten:
Fast Sparse Representation Based on Smoothed l⁰ Norm. ICA 2007: 389-396
[c13]
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  - conf/ica/NoorshamsBJ07
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Nima Noorshams, Massoud Babaie-Zadeh, Christian Jutten:
Estimating the Mixing Matrix in Sparse Component Analysis Based on Converting a Multiple Dominant to a Single Dominant Problem. ICA 2007: 397-405
[c12]
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Hadi Zayyani, Massoud Babaie-Zadeh, G. Hosein Mohimani, Christian Jutten:
Sparse Component Analysis in Presence of Noise Using an Iterative EM-MAP Algorithm. ICA 2007: 438-445
[c11]
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Hadi Zayyani, Massoud Babaie-Zadeh, Christian Jutten:
Source Estimation in Noisy Sparse Component Analysis. DSP 2007: 219-222
2006
[j5]
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  - journals/ijon/SamadiBJ06
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Samareh Samadi, Massoud Babaie-Zadeh, Christian Jutten:
Quasi-optimal EASI algorithm based on the Score Function Difference (SFD). Neurocomputing 69(13-15): 1415-1424 (2006)
[j4]
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Massoud Babaie-Zadeh, Christian Jutten, Ali Mansour:
Sparse ICA via cluster-wise PCA. Neurocomputing 69(13-15): 1458-1466 (2006)
[c10]
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Massoud Babaie-Zadeh, Christian Jutten:
Semi-Blind Approaches for Source Separation and Independent component Analysis. ESANN 2006: 301-312
[c9]
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Arash Ali Amini, Massoud Babaie-Zadeh, Christian Jutten:
A new approach for sparse decomposition and sparse source separation. EUSIPCO 2006: 1-5
2005
[j3]
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  - journals/sigpro/Babaie-ZadehJ05
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Massoud Babaie-Zadeh, Christian Jutten:
A general approach for mutual information minimization and its application to blind source separation. Signal Process. 85(5): 975-995 (2005)
[c8]
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Massoud Babaie-Zadeh, Bahman Bahmani, Christian Jutten:
ICA by mutual information minimization: An approach for avoiding local minima. EUSIPCO 2005: 1-4
[c7]
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Bahman Bahmani, Massoud Babaie-Zadeh, Christian Jutten:
A new method for estimating score function difference (SFD) and its application to Blind Source Separation. EUSIPCO 2005: 1-4
[c6]
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  - conf/eusipco/NaeinyBM05
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Mahmoud Ferdosizadeh Naeiny, Massoud Babaie-Zadeh, Farrokh Marvasti:
A new method for separation of speech signals in convolutive mixtures. EUSIPCO 2005: 1-4
2004
[j2]
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  - journals/sigpro/JuttenBH04
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Christian Jutten, Massoud Babaie-Zadeh, Shahram Hosseini:
Three easy ways for separating nonlinear mixtures? Signal Process. 84(2): 217-229 (2004)
[j1]
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  - journals/spl/Babaie-ZadehJN04
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Massoud Babaie-Zadeh, Christian Jutten, Kambiz Nayebi:
Differential of the mutual information. IEEE Signal Process. Lett. 11(1): 48-51 (2004)
[c5]
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  - conf/ica/SamadiBJN04
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Samareh Samadi, Massoud Babaie-Zadeh, Christian Jutten, Kambiz Nayebi:
Blind Source Separation by Adaptive Estimation of Score Function Difference. ICA 2004: 9-17
[c4]
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  - conf/ica/Babaie-ZadehMJM04
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Massoud Babaie-Zadeh, Ali Mansour, Christian Jutten, Farrokh Marvasti:
A Geometric Approach for Separating Several Speech Signals. ICA 2004: 798-806
[c3]
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Massoud Babaie-Zadeh, Christian Jutten, Kambiz Nayebi:
A minimization-projection (MP) approach for blind separating convolutive mixtures. ICASSP (5) 2004: 533-536
2002
[c2]
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Massoud Babaie-Zadeh, Christian Jutten, Kambiz Nayebi:
A geometric approach for separating post non-linear mixtures. EUSIPCO 2002: 1-4
2001
[c1]
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  - conf/iwann/Babaie-ZadehJN01
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Massoud Babaie-Zadeh, Christian Jutten, Kambiz Nayebi:
Separating Convolutive Mixtures by Mutual Information Minimization. IWANN (2) 2001: 834-842

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