Massoud Babaie-Zadeh's
Publications


Last Update: March 3rd, 2021


Journal Papers

[41] Ali Taimori, Farbod Razzazi, Alireza Behrad, Ali Ahmadi, and Massoud Babaie-Zadeh, “A part-level learning strategy for JPEG image recompression detection,” Multimedia Tools and Applications, January 2021. [ DOI | DownloadFile ]
[40] Mostafa Sadeghi and Massoud Babaie-Zadeh, “Dictionary learning with low mutual coherence constraint,” Neurocomputing, vol. 407, pp. 163-174, September 2020. [ DOI | DownloadFile ]
[39] Hesam Araghi, Mohammad Sabbaqi, and Massoud Babaie-Zadeh, “K-Graphs: An Algorithm for Graph Signal Clustering and Multiple Graph Learning,” IEEE Signal Processing Letters, vol. 26, no. 10, pp. 1486-1490, October 2019. [ DOI | DownloadFile ]
[38] Fateme Ghayem, Mostafa Sadeghi, Massoud Babaie-Zadeh, Saikat Chatterjee, Mikael Skoglund, and Christian Jutten, “Sparse Signal Recovery Using Iterative Proximal Projection,” IEEE Transactions on Signal Processing, vol. 66, no. 4, pp. 879-894, February 2018. [ DOI | DownloadFile ]
[37] Lucas Drumetz, Bahram Ehsandoust, Jocelyn Chanussot, Bertrand Rivet, Massoud Babaie-Zadeh, and Christian Jutten, “Relationships Between Nonlinear and Space-Variant Linear Models in Hyperspectral Image Unmixing,” IEEE Signal Processing Letters, vol. 24, no. 10, pp. 1567-1571, October 2017. [ DOI | DownloadFile ]
[36] Bahram Ehsandoust, Massoud Babaie-Zadeh, Bertrand Rivet, and Christian Jutten, “Blind Source Separation in Nonlinear Mixtures: Separability and a Basic Algorithm,” IEEE Transactions on Signal Processing, vol. 65, no. 16, pp. 4339-4352, August 2017. [ DOI | DownloadFile ]
[35] Milad Kharratzadeh, Arsalan Sharifnassab, and Massoud Babaie-Zadeh, “Invariancy of Sparse Recovery Algorithms,” IEEE Transactions on Information Theory, vol. 63, no. 6, pp. 3333-3347, June 2017. [ DOI | DownloadFile ]
[34] Farnaz Sedighin, Massoud Babaie-Zadeh, Bertrand Rivet, and Christian Jutten, “Multimodal Soft Nonnegative Matrix Co-Factorization for Convolutive Source Separation,” IEEE Transactions on Signal Processing, vol. 65, no. 12, pp. 3179-3190, June 2017. [ DOI | DownloadFile ]
[33] Alireza Hariri and Massoud Babaie-Zadeh, “Compressive Detection of Sparse Signals in Additive White Gaussian Noise without Signal Reconstruction,” Signal Processing, vol. 131, pp. 376-385, February 2017. [ DOI | DownloadFile ]
[32] Mostafa Sadeghi and Massoud Babaie-Zadeh, “Incoherent Unit-norm Frame Design via an Alternating Minimization Penalty Method,” IEEE Signal Processing Letters, vol. 24, no. 1, pp. 32-36, January 2017. [ DOI | DownloadFile ]
[31] Ali Taimori, Farbod Razzazi, Alireza Behrad, Ali Ahmadi, and Massoud Babaie-Zadeh, “A novel forensic image analysis tool for discovering double JPEG compression clues,” Multimedia Tools and Applications, vol. 74, no. 6, pp. 7749-7783, March 2017. [ DOI | DownloadFile ]
[30] Mohammadreza Malek-Mohammadi, Ali Koochakzadeh, Massoud Babaie-Zadeh, Magnus Jansson, and Cristian R. Rojas, “Successive Concave Sparsity Approximation for Compressed Sensing,” IEEE Transactions on Signal Processing, vol. 64, no. 21, pp. 5657-5671, November 2016. [ DOI | DownloadFile ]
[29] Mostafa Sadeghi and Massoud Babaie-Zadeh, “Iterative Sparsification-Projection (ISP): Fast and Robust Sparse Signal Approximation,” IEEE Transactions on Signal Processing, vol. 64, no. 21, pp. 5536-5548, November 2016. [ DOI | DownloadFile ]
[28] Mohammadreza Malek-Mohammadi, Cristian R. Rojas, Magnus Jansson, and Massoud Babaie-Zadeh, “Upper bounds on the error of sparse vector and low-rank matrix recovery,” Signal Processing, vol. 120, pp. 249-254, March 2016. [ DOI | DownloadFile ]
[27] Ali Taimori, Farbod Razzazi, Alireza Behrad, Ali Ahmadi, and Massoud Babaie-Zadeh, “Quantization-Unaware Double JPEG Compression Detection,” Journal of Mathematical Imaging and Vision, vol. 54, no. 3, pp. 269-286, March 2016. [ DOI | DownloadFile ]
[26] Milad Niknejad, Hossein Rabbani, and Massoud Babaie-Zadeh, “Image Restoration Using Gaussian Mixture Models With Spatially Constrained Patch Clustering,” IEEE Transactions on Image Processing, vol. 24, no. 11, pp. 3624-3636, November 2015, (computer code is available in https://sites.google.com/site/hosseinrabbanikhorasgani/research/image-restoration). [ DOI | DownloadFile ]
[25] Alireza Hariri and Massoud Babaie-Zadeh, “Joint compressive single target detection and parameter estimation in radar without signal reconstruction,” IET Radar Sonar \& Navigation, vol. 9, no. 8, pp. 948-955, October 2015. [ DOI | DownloadFile ]
[24] Mohammadreza Malek-Mohammadi, Massoud Babaie-Zadeh, and Mikael Skoglund, “Performance guarantees for Schatten-p quasi-norm minimization in recovery of low-rank matrices,” Signal Processing, vol. 114, pp. 225-230, September 2015. [ DOI | DownloadFile ]
[23] Ali Koochakzadeh, Mohammadreza Malek-Mohammadi, Massoud Babaie-Zadeh, and Mikael Skoglund, “Multi-Antenna Assisted Spectrum Sensing in Spatially Correlated Noise Environments,” Signal Processing, vol. 108, pp. 69-76, March 2015. [ DOI | DownloadFile ]
[22] Armin Saeb, Farbod Razzazi, and Massoud Babaie-Zadeh, “SR-NBS: A fast sparse representation based N-best class selector for robust phoneme classification,” Engineering Applications of Artificial Intelligence (Elsevier), vol. 28, pp. 155-164, February 2014. [ DOI | DownloadFile ]
[21] Mohammadreza Malek-Mohammadi, Massoud Babaie-Zadeh, and Mikael Skoglund, “Iterative Concave Rank Approximation for Recovering Low-Rank Matrices,” IEEE Transactions on Signal Processing, vol. 62, no. 20, pp. 5213-5226, October 2014. [ DOI | DownloadFile ]
[20] Mohammadreza Malek-Mohammadi, Massoud Babaie-Zadeh, Arash Amini, and Christian Jutten, “Recovery of Low Rank Matrices Under Affine Constraints via a Smoothed Rank Function,” IEEE Transactions on Signal Processing, vol. 62, no. 4, pp. 981-992, February 2014. [ DOI | DownloadFile ]
[19] Mostafa Sadeghi, Massoud Babaie-Zadeh, and Christian Jutten, “Learning Overcomplete Dictionaries Based on Atom-by-Atom Updating,” IEEE Transactions on Signal Processing, vol. 62, no. 4, pp. 883-891, February 2014. [ DOI | DownloadFile ]
[18] Mostafa Sadeghi, Massoud Babaie-Zadeh, and Christian Jutten, “Dictionary Learning for Sparse Representation: A Novel Approach,” IEEE Signal Processing Letters, vol. 20, no. 12, pp. 1195-1198, December 2013. [ DOI | DownloadFile ]
[17] Hadi Zayyani and Massoud Babaie-Zadeh, “Approximated Cramèr-Rao bound for estimating the mixing matrix in the two-sensor noisy Sparse Component Analysis (SCA),” Digital Signal Processing (Elsevier), vol. 23, no. 3, pp. 771-779, May 2013. [ DOI ]
[16] Rad Niazadeh, Sina Hamidi Ghalehjegh, Massoud Babaie-Zadeh, and Christian Jutten, “ISI Sparse Channel Estimation based on SL0 and its application in ML sequence-by-sequence Equalization,” Signal Processing, vol. 92, no. 8, pp. 1875-1885, August 2012. [ DOI | DownloadFile ]
[15] Rad Niazadeh, Massoud Babaie-Zadeh, and Christian Jutten, “On the achievability of Cramèr-Rao bound in noisy compressed sensing,” IEEE Transactions on Signal Processing, vol. 60, no. 1, pp. 518-526, January 2012. [ DOI | DownloadFile ]
[14] Massoud Babaie-Zadeh, Christian Jutten, and Hossein Mohimani, “On the error of estimating the sparsest solution of underdetermined linear systems,” IEEE Transactions on Information Theory, vol. 57, no. 12, pp. 7840-7855, December 2011. [ DOI | DownloadFile ]
[13] Armin Eftekhari, Massoud Babaie-Zadeh, and Hamid Abrishami Moghaddam, “Two-Dimensional Random Projection,” Signal Processing, vol. 91, no. 7, pp. 1589-1603, July 2011. [ DOI | DownloadFile ]
[12] Farnood Merrikh-Bayat, Massoud Babaie-Zadeh, and Christian Jutten, “Linear-quadratic blind source separating structurefor removing show-through in scanned documents,” International Journal on Document Analysis and Recognition (Springer-Verlag), vol. 14, no. 4, pp. 319-333, December 2011. [ DOI | DownloadFile ]
[11] Massoud Babaie-Zadeh and Christian Jutten, “On the stable recovery of the sparsest overcomplete representations in presence of noise,” IEEE Transactions on Signal Processing, vol. 58, no. 10, pp. 5396-5400, October 2010. [ DOI | DownloadFile ]
[10] Hadi Zayyani, Massoud Babaie-Zadeh, and Christian Jutten, “An Iterative Bayesian Algorithm for Sparse Component Analysis in Presence of Noise,” IEEE Transactions on Signal Processing, vol. 57, no. 11, pp. 4378-4390, November 2009. [ DOI | DownloadFile ]
[9] Hossein Mohimani, Massoud Babaie-Zadeh, and Christian Jutten, “A fast approach for overcomplete sparse decomposition based on smoothed L0 norm,” IEEE Transactions on Signal Processing, vol. 57, no. 1, pp. 289-301, January 2009. [ DOI | DownloadFile ]
[8] Hadi Zayyani, Massoud Babaie-Zadeh, Farzan Haddadi, and Christian Jutten, “On the Cramer-Rao Bound for Estimating the Mixing Matrix in Noisy Sparse Component Analysis,” IEEE Signal Processing Letters, vol. 15, pp. 609-612, 2008. [ DOI | DownloadFile ]
[7] Fardi MovahediNaeini, Hossein Mohimani, Massoud Babaie-Zadeh, and Christian Jutten, “Estimating the mixing matrix in sparse component analysis (SCA) based on partial k-dimensional subspace clustering,” Neurocomputing (Elsevier), vol. 71, pp. 2330-2343, June 2008. [ DOI | DownloadFile ]
[6] Samareh Samadi, Massoud Babaie-Zadeh, and Christian Jutten, “Quasi-Optimal EASI Algorithm based on Score Function Difference (SFD),” Neurocomputing (Elsevier), vol. 69, pp. 1415-1424, August 2006. [ DOI | DownloadFile ]
[5] Massoud Babaie-Zadeh, Christian Jutten, and Ali Mansour, “Sparse ICA via cluster-wise PCA,” Neurocomputing (Elsevier), vol. 69, pp. 1458-1466, August 2006. [ DOI | DownloadFile ]
[4] Massoud Babaie-Zadeh and Christian Jutten, “A general approach for mutual information minimization and its application to Blind Source Separation,” Signal Processing (Elsevier), vol. 85, no. 5, pp. 975-995, May 2005. [ DOI | DownloadFile ]
[3] Massoud Babaie-Zadeh, Christian Jutten, and Kambiz Nayebi, “Differential of Mutual Information,” IEEE Signal Processing Letters, vol. 11, no. 1, pp. 48-51, January 2004. [ DOI | DownloadFile ]
[2] Christian Jutten, Massoud Babaie-Zadeh, and Shahram Hosseini, “Three easy ways for separating nonlinear mixtures?,” Signal Processing (Elsevier), vol. 84, no. 2, pp. 217-229, 2004. [ DOI | DownloadFile ]
[1] Massoud Babaie-Zadeh, Christian Jutten, and Kambiz Nayebi, “Using Multivariate Score Functions in Source Separation: Application to Post Non-Linear Mixtures,” Scientia-Iranica, vol. 9, no. 4, pp. 409-418, 2002. [ DownloadFile ]

Book Chapter

[1] Christian Jutten, Massoud Babaie-Zadeh, and Juha Karhunen, “Chapter 14: Nonlinear mixtures,” in Handbook of Blind Source Separation, Pierre Comon and Christian Jutten, Eds., Academic Press, February 2010, ISBN-13: 978-0-12-374726-6. [ Link ]

PhD Thesis

[1] Massoud Babaie-Zadeh, “On Blind Source Separation in Convolutive and Non-Linear mixtures,”, 20 September 2002. [ Official English Version | A 19-page summary in French ]

International Conferences

[96] Hesam Araghi, Massoud Babaie-Zadeh, and Sophie Achard, “Dynamic K-Graphs: An Algorithm for Dynamic Graph Learning And Temporal Graph Signal Clustering,” in Proceedings of the 28th European Signal Processing Conference (EUSIPCO), 18-22 January 2021, pp. 2195-2199. [ DownloadFile | SlidesPDF ]
[95] Firooz Shahriari-Mehr, Javad Parsa, Massoud Babaie-Zadeh, and Christian Jutten, “New Dictionary Learning Methods for Two-Dimensional Signals,” in Proceedings of the 28th European Signal Processing Conference (EUSIPCO), 18-22 January 2021, pp. 2021-2025. [ DownloadFile | SlidesPDF ]
[94] Javad Parsa, Mostafa Sadeghi, Massoud Babaie-Zadeh, and Christian Jutten, “Low mutual and average coherence dictionary learning using convex approximation,” in Proceedings of the IEEE International Conference on Acoustics Speech and Signal Processing (ICASSP2020), 4-8 May 2020, pp. 3417-3421. [ DOI | DownloadFile ]
[93] Amir Ehsan Khorashadi-Zadeh, Massoud Babaie-Zadeh, and Christian Jutten, “A novel pruning approach for bagging ensemble regression based on sparse representation,” in Proceedings of the IEEE International Conference on Acoustics Speech and Signal Processing (ICASSP2020), 4-8 May 2020, pp. 4032-4036. [ DOI | DownloadFile ]
[92] Elaheh Sobhani, Pierre Comon, Christian Jutten, and Massoud Babaie-Zadeh, “Text mining with constrained tensor decomposition,” in Proceedings of the Fifth International Conference on Machine Learning Optimization and Data Science (LOD), 10-13 September 2019. [ DOI | DownloadFile ]
[91] Mostafa Sadeghi, Fateme Ghayem, Massoud Babaie-Zadeh, Saikat Chatterjee, Mikael Skoglund, and Christian Jutten, “L0Soft: L0 Minimization via Soft Thresholding,” in Proceedings of the 27th European Signal Processing Conference (EUSIPCO), 2-6 September 2019. [ DOI | DownloadFile | SlidesPDF ]
[90] Javad Parsa, Mostafa Sadeghi, Massoud Babaie-Zadeh, and Christian Jutten, “A New Algorithm for Dictionary Learning Based on Convex Approximation,” in Proceedings of the 27th European Signal Processing Conference (EUSIPCO), 2-6 September 2019. [ DOI | DownloadFile | SlidesPDF ]
[89] Elaheh Sobhani, Pierre Comon, and Massoud Babaie-Zadeh, “Data mining with tensor decompositions,” in GRETSI2019 Lille France, 26-29 August 2019. [ DOI | DownloadFile ]
[88] Javad Parsa, Mostafa Sadeghi, Massoud Babaie-Zadeh, and Christian Jutten, “Joint Low Mutual And Average Coherence Dictionary Learning,” in Proceedings of the 26th European Signal Processing Conference (EUSIPCO), 3-7 September 2018, pp. 1739-1743. [ DOI | DownloadFile ]
[87] S. Akhavan, S. Esmaeili, M. Babaie-Zadeh, and H. Soltanian-Zadeh, “Learning Overcomplete Dictionaries from Markovian Data,” in Proceedings of IEEE 10th Sensor Array and Multichannel Signal Processing Workshop (SAM), 8-11 July 2018, pp. 218-222. [ DOI | DownloadFile ]
[86] Elaheh Sobhani, Mostafa Sadeghi, Massoud Babaie-Zadeh, and Christian Jutten, “A Robust Ellipse Fitting Algorithm Based on Sparsity of Outliers,” in Proceedings of the 25th European Signal Processing Conference (EUSIPCO), 28 August to 2 September 2017, pp. 1195-1199. [ DOI | DownloadFile ]
[85] Ali Shahin Shamsabadi, Massoud Babaie-Zadeh, Seyyede Zohreh Seyyedsalehi, Hamid R. Rabiee, and Christian Jutten, “A New Algorithm for Training Sparse Autoencoders,” in Proceedings of the 25th European Signal Processing Conference (EUSIPCO), 28 August to 2 September 2017, pp. 2141-2145. [ DOI | DownloadFile ]
[84] Ghazaleh Delfi, Shayan Aziznejad, Sana Amani, Massoud Babaie-Zadeh, and Christian Jutten, “A Generalization of Weighted Sparse Decomposition to Negative Weights,” in Proceedings of the 25th European Signal Processing Conference (EUSIPCO), 28 August to 2 September 2017, pp. 2146-2150. [ DOI | DownloadFile ]
[83] Bahram Ehsandoust, Bertrand Rivet, Massoud Babaie-Zadeh, and Christian Jutten, “Blind Compensation of Polynomial Mixtures of Gaussian Signals With Application in Nonlinear Blind Source Separation,” in Proceedings of ICASSP2017, 5-9 March 2017, pp. 4681-4685. [ DOI | DownloadFile ]
[82] Fateme Ghayem, Mostafa Sadeghi, Massoud Babaie-Zadeh, and Christian Jutten, “Accelerated Dictionary Learning for Sparse Signal Representation,” in Proceedings of 13th International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA2017) Springer LNCS 10169, February 2017, pp. 531-541. [ DOI | DownloadFile ]
[81] Farnaz Sedighin, Massoud Babaie-Zadeh, Bertrand Rivet, and Christian Jutten, “A New Algorithm for Multimodal Soft Coupling,” in Proceedings of 13th International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA2017) Springer LNCS 10169, February 2017, pp. 162-171. [ DOI | DownloadFile ]
[80] Bahram Ehsandoust, Bertrand Rivet, Christian Jutten, and Massoud Babaie-Zadeh, “Nonlinear Blind Source Separation for Sparse Sources,” in Proceedings of the 24th European Signal Processing Conference (EUSIPCO), 29 August to 2 September 2016, pp. 1583-1587. [ DOI | DownloadFile ]
[79] Farnaz Sedighin, Massoud Babaie-Zadeh, Bertrand Rivet, and Christian Jutten, “Two Multimodal Approaches for Single Microphone Source Separation,” in Proceedings of the 24th European Signal Processing Conference (EUSIPCO), 29 August to 2 September 2016, pp. 110-114. [ DOI | DownloadFile ]
[78] Mostafa Sadeghi, Massoud Babaie-Zadeh, and Christian Jutten, “Regularized Low-coherence Overcomplete Dictionary Learning for Sparse Signal Decomposition,” in Proceedings of the 24th European Signal Processing Conference (EUSIPCO), 29 August to 2 September 2016, pp. 369-373. [ DOI | DownloadFile ]
[77] Milad Niknejad, Mostafa Sadeghi, Massoud Babaie-Zadeh, Hossein Rabbani, and Christian Jutten, “A Dictionary Learning Method for Sparse Representation Using a Homotopy Approach,” in Proceedings of 12th International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA2015) Springer LNCS 9237, 25-28 August 2015, pp. 271-278. [ DOI | DownloadFile ]
[76] Bahram Ehsandoust, Massoud Babaie-Zadeh, and Christian Jutten, “Blind Source Separation in Nonlinear Mixture for Colored Sources Using Signal Derivatives,” in Proceedings of 12th International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA2015) Springer LNCS 9237, 25-28 August 2015, pp. 193-200. [ DOI | DownloadFile ]
[75] Sajad Daei, Massoud Babaie-Zadeh, and Christian Jutten, “A MAP-Based Order Estimation Procedure for Sparse Channel Estimation,” in Proceedings of 12th International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA2015) Springer LNCS 9237, 25-28 August 2015, pp. 344-351. [ DOI | DownloadFile ]
[74] Milad Niknejad, Hossein Rabbani, Massoud Babaie-Zadeh, and Christian Jutten, “Image Interpolation using Gaussian Mixture Models with Spatially Constrained Patch Clustering,” in Proceedings of ICASSP2015, 19-24 April 2015, pp. 1613-1617. [ DOI | DownloadFile ]
[73] Mohammad Baghery Daneshvar, Massoud Babaie-Zadeh, and Seyed Ghorshi, “Scale Invariant Feature Transform using Oriented Pattern,” in Proceedings of Canadian Conference on Electrical and Computer Engineering (CCECE2014), May 4-7 2014, pp. 1-5. [ DOI | DownloadFile ]
[72] Sajjad Amini, Mostafa Sadeghi, Mohsen Joneidi, Massoud Babaie-Zadeh, and Christian Jutten, “Outlier-aware dictionary learning for sparse representation,” in Proceedings of MLSP2014, September 21-24 2014, pp. 1-6. [ DOI | DownloadFile ]
[71] Mohammadreza Malek-Mohammadi, Magnus Jansson, Arash Owrang, Ali Koochakzadeh, and Massoud Babaie-Zadeh, “DOA Estimation in Partially Correlated Noise Using Low-Rank/Sparse Matrix Decomposition,” in IEEE 8th Sensor Array and Multichannel Signal Processing Workshop (SAM), June 22-25 2014, pp. 373-376. [ DOI | DownloadFile ]
[70] Mohsen Joneidi, Jamal Golmohammady, Mostafa Sadeghi, Massoud Babaie-Zadeh, and Christian Jutten, “K-LDA: An algorithm for learning jointly overcomplete and discriminative dictionaries,” in Proceedings of the 22nd European Signal Processing Conference (EUSIPCO), September 1-5 2014, pp. 775-779. [ DownloadFile ]
[69] Mohsen Joneidi, Mostafa Sadeghi, Mojtaba Sahraee-Ardakan, Massoud Babaie-Zadeh, and Christian Jutten, “A STUDY ON CLUSTERING-BASED IMAGE DENOISING: FROM GLOBAL CLUSTERING TO LOCAL GROUPING,” in Proceedings of the 22nd European Signal Processing Conference (EUSIPCO), September 1-5 2014, pp. 1657-1661. [ DownloadFile ]
[68] Armin Saeb, Farbod Razzazi, and Massoud Babaie-Zadeh, “A fast phoneme recognition system based on sparse representation of test utterances,” in 4th Joint Workshop on Hands-free Speech Communication and Microphone Arrays (HSCMA), May 12-14 2014, pp. 32-36. [ DOI | DownloadFile ]
[67] Mostafa Sadeghi, Massoud Babaie-Zadeh, and and Christian Jutten, “Learning overcomplete dictionaries based on parallel atom updating,” in Proceedings of MLSP2013, 2013. [ DOI | DownloadFile ]
[66] Mostafa Sadeghi, Mohsen Joneidi, Massoud Babaie-Zadeh, and and Christian Jutten, “Sequential Subspace Finding: A new algorithm for learning low-dimensional linear subspaces,” in Proceedings of the 21st European Signal Processing Conference (EUSIPCO), September 9-13 2013. [ DownloadFile ]
[65] Mostafa Sadeghi, Massoud Babaie-Zadeh, and and Christian Jutten, “A new algorithm for learning overcomplete dictionaries,” in Proceedings of the 21st European Signal Processing Conference (EUSIPCO), September 9-13 2013. [ DownloadFile ]
[64] Zahra Sadeghipoor, Massoud Babaie-Zadeh, and Christian Jutten, “Dictionary learning for sparse decomposition: a new criterion and algorithm,” in Proceedings of ICASSP2013, May 26-31 2013, pp. 5855-5859. [ DOI | DownloadFile ]
[63] Azar Zandifar, Massoud Babaie-Zadeh, and Christian Jutten, “A project gradient-based algorithm to unmix hyperspectral data,” in Proceedings of the 20th European Signal Processing Conference (EUSIPCO), August 27-31 2012, pp. 2482-2486. [ DownloadFile ]
[62] Arsalan Sharif-Nassab, Milad Kharrat-Zadeh, Massoud Babaie-Zadeh, and and Christian Jutten, “How to use real-valued sparse recovery algorithms for complex-valued sparse recovery?,” in Proceedings of the 20th European Signal Processing Conference (EUSIPCO), August 27-31 2012, pp. 849-853. [ DownloadFile ]
[61] Massoud Babaie-Zadeh, Behzad Mehrdad, and Georgios B. Giannakis, “Weighted Sparse Signal Decomposition,” in Proceedings of ICASSP2012, March 25-30 2012, pp. 3425-3428. [ DOI | DownloadFile ]
[60] Abolfazl Hajisami, Alireza Rahmati, and Massoud Babaie-Zadeh, “Watermarking Based on Independent Component Analysis in Spatial Domain,” in Proceedings of IEEE 13th International Conference on Computer Modelling and Simulation (UKSim), March 30 2011-April 1 2011 2011, pp. 299-303. [ DOI | DownloadFile ]
[59] Mohammad Rostami, Massoud Babaie-Zadeh, Samareh Samadi, and Christian Jutten, “Blind Source Separation of Discrete Finite Alphabet Sources Using a Single Mixture,” in Proceedings of IEEE Statistical Signal Processing workshop (SSP2011), 28-30 June 2011, pp. 709-712. [ DOI | DownloadFile ]
[58] Saman Ashkiani, Massoud Babaie-Zadeh, and Christian Jutten, “Error Correction via Smoothed L0-norm Recovery,” in Proceedings of IEEE Statistical Signal Processing workshop (SSP2011), 28-30 June 2011, pp. 289-292. [ DOI | DownloadFile ]
[57] Hooshang Ghasemi, Mohammadreza Malek-Mohammadi, Massoud Babaie-Zadeh, and Christian Jutten, “SRF: Matrix Completion Based on Smoothed Rank Function,” in Proceedings of ICASSP2011, 22-27 May 2011, pp. 3672-3675. [ DOI | DownloadFile ]
[56] Farnood Merrikh-Bayat, Massoud Babaie-Zadeh, and Christian Jutten, “Using Non-Negative Matrix Factorization for Removing Show-Through,” in Proceedings of 9th International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA2010) Springer LNCS 6365, 27-30 September 2010, pp. 482-489. [ DOI | DownloadFile ]
[55] Rad Niazadeh, Massoud Babaie-Zadeh, and Christian Jutten, “An Alternating Minimization Method for Sparse Channel Estimation,” in Proceedings of 9th International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA2010) Springer LNCS 6365, 27-30 September 2010, pp. 319-327. [ DOI | DownloadFile ]
[54] Rad Niazadeh, Sina Hamidi Ghalehjegh, Massoud Babaie-Zadeh, and Christian Jutten, “Adaptive and Non-adaptive ISI Sparse Channel Estimation Based on SL0 and Its Application in ML Sequence-by-Sequence Equalization,” in Proceedings of 9th International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA2010) Springer LNCS 6365, 27-30 September 2010, pp. 579-587. [ DOI | DownloadFile ]
[53] Sina Hamidi Ghalehjegh, Massoud Babaie-Zadeh, and Christian Jutten, “Fast Block-Sparse Decomposition Based on SL0,” in Proceedings of 9th International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA2010) Springer LNCS 6365, 27-30 September 2010, pp. 426-433. [ DOI | DownloadFile ]
[52] Mahsa Akhbari, Massoud Babaie-Zadeh, Emad Fatemizadeh, and Christian Jutten, “An entropy based method for activation detection of functional MRI data using Independent Component Analysis,” in Proceedings of ICASSP2010, 14-19 March 2010, pp. 2014-2017. [ DOI | DownloadFile ]
[51] Mahdi Ataee, Hadi Zayyani, Massoud Babaie-Zadeh, and Christian Jutten, “Parametric dictionary learning using steepest descent,” in Proceedings of ICASSP2010, 14-19 March 2010, pp. 1978-1981. [ DOI | DownloadFile ]
[50] Armin Eftekhari, Hamid Abrishami-Moghaddam, Massoud Babaie-Zadeh, and Mohammad-Shahram Moin, “Two dimensional compressive classifier for sparse images,” in Proceedings of ICIP2009, 7-10 November 2009, pp. 2137-2140. [ DownloadFile ]
[49] Armin Eftekhari, Hamid Abrishami-Moghaddam, and Massoud Babaie-Zadeh, “$k/K$-Nearest Neighborhood Criterion for Improvement of Locally Linear Embedding,” in Proceedings of CAIP2009 (13th International Conference on Computer Analysis of Images and Patterns) Springer LNCS 5702, 2-4 September 2009, pp. 808-815. [ DOI | DownloadFile ]
[48] SeyyedMajid Valiollahzadeh, Mohammad Nazari, Massoud Babaie-Zadeh, and Christian Jutten, “A new approach in decomposition over multiple-overcomplete dictionaries with application to image inpainting,” in Proceedings of MLSP2009, 2-4 September 2009. [ DOI | DownloadFile ]
[47] Zahra Sadeghipour, Massoud Babaie-Zadeh, and Christian Jutten, “An adaptive thresholding approach for image denoising using redundant representations,” in Proceedings of MLSP2009, 2-4 September 2009. [ DOI | DownloadFile ]
[46] Fatemeh Mokhtari, Massoud Babaie-Zadeh, and Christian Jutten, “Blind separation of bilinear mixtures using mutual information minimization,” in Proceedings of MLSP2009, 2-4 September 2009. [ DOI | DownloadFile ]
[45] Aboozar Ghaffari, Hamid Palangi, Massoud Babaie-Zadeh, and Christian Jutten, “ECG denoising and compression by sparse 2D separable transform with overcomplete mixed dictionaries,” in Proceedings of MLSP2009, 2-4 September 2009. [ DOI | DownloadFile ]
[44] Hadi Zayyani, Massoud Babaie-Zadeh, and Christian Jutten, “Compressed sensing block MAP-LMS adaptive filter for sparse channel estimation and a bayesian cramer-rao bound,” in Proceedings of MLSP2009, 2-4 September 2009. [ DOI | DownloadFile ]
[43] Massoud Babaie-Zadeh, Hossein Mohimani, and Christian Jutten, “An upper bound on the estimation error of the sparsest solution of underdetermined linear systems,” in Proceedings of SPARS2009, 6-9 April 2009. [ DownloadFile ]
[42] Hadi Zayyani and Massoud Babaie-Zadeh, “Thresholded Smoothed-L0 (SL0) dictionary learning for sparse representations,” in Proceedings of ICASSP2009, 19-24 April 2009, pp. 1825-1828. [ DOI | DownloadFile ]
[41] Hadi Zayyani, Massoud Babaie-Zadeh, and Christian Jutten, “Bayesian pursuit algorithm for sparse representation,” in Proceedings of ICASSP2009, 19-24 April 2009, pp. 1549-1552. [ DOI | DownloadFile ]
[40] Ali HesamMohseni, Massoud Babaie-Zadeh, and Christian Jutten, “Inflating compressed samples: A joint source-channel coding approach for noise-resistant compressed sensing,” in Proceedings of ICASSP2009, 19-24 April 2009, pp. 2957-2960. [ DOI | DownloadFile ]
[39] Aboozar Ghaffari, Massoud Babaie-Zadeh, and Christian Jutten, “Sparse decomposition of two dimensional signals,” in Proceedings of ICASSP2009, 19-24 April 2009, pp. 3157-3160. [ DOI | DownloadFile ]
[38] Armin Eftekhari, Massoud Babaie-Zadeh, Christian Jutten, and Hamid Abrishami-Moghaddam, “Robust-SL0 for stable sparse representation in noisy settings,” in Proceedings of ICASSP2009, 19-24 April 2009, pp. 3433-3436. [ DOI | DownloadFile ]
[37] Massoud Babaie-Zadeh, Vincent Vigneron, and Christian Jutten, “Sparse Decomposition over Non-Full-Rank Dictionaries,” in Proceedings of ICASSP2009, 19-24 April 2009, pp. 2953-2956. [ DOI | DownloadFile ]
[36] Seyyed-Majid Valiollah-Zadeh, Hamed Firouzi, Massoud Babaie-Zadeh, and Christian Jutten, “Image Denoising Using Sparse Representations,” in Proceedings of 8th International Conference on Independent Component Analysis and Signal Separation (ICA2009) Springer LNCS 5441, 15-18 March 2009, pp. 557-564. [ DOI | DownloadFile ]
[35] Hamid Palangi, Aboozar Ghaffari, Massoud Babaie-Zadeh, and Christian Jutten, “Image Coding and Compression with Sparse 3D Discrete Cosine Transform,” in Proceedings of 8th International Conference on Independent Component Analysis and Signal Separation (ICA2009) Springer LNCS 5441, 15-18 March 2009, pp. 532-539. [ DOI | DownloadFile ]
[34] Rahil Mahdian, Massoud Babaie-Zadeh, and Christian Jutten, “Separation of Speech Sources in Under-Determined Case Using SCA and Time-Frequency Methods,” in International Symposium on telecommunications (IST2008), August 2008, pp. 533-538. [ DOI | DownloadFile ]
[33] Hadi Zayyani, Massoud Babaie-Zadeh, and Christian Jutten, “Estimating the mixing matrix in Sparse Component Analysis (SCA) using EM algorithm and iterative Bayesian clustering,” in European Signal Processing Conference (EUSIPCO), August 2008. [ DownloadFile ]
[32] Adel Javanmard, Pedram Pad, Massoud Babaie-Zadeh, and Christian Jutten, “Estimating the mixing matrix in underdetermined Sparse Component Analysis (SCA) using consecutive Independent Component Analysis (ICA),” in European Signal Processing Conference (EUSIPCO), August 2008. [ DownloadFile ]
[31] Farnoud Merrikh-Bayat, Massoud Babaie-Zadeh, and Christian Jutten, “A Nonlinear blind source separation solution for removing the show-through effect in the scanned documents,” in European Signal Processing Conference (EUSIPCO), August 2008. [ DownloadFile ]
[30] Hossein Mohimani, Massoud Babaie-Zadeh, and Christian Jutten, “Complex-Valued Sparse Representation Based on Smoothed L0 Norm,” in Proceedings of ICASSP2008, April 2008, pp. 3881-3884. [ DOI | DownloadFile ]
[29] Hadi Zayyani, Massoud Babaie-Zadeh, and Christian Jutten, “Decoding real-field codes by an iterative Expectation-Maximization (EM) algorithm,” in Proceedings of ICASSP2008, April 2008, pp. 3169-3172. [ DOI | DownloadFile ]
[28] Hamed Firouzi, Massoud Babaie-Zadeh, Arya Ghasemian Sahebi, and Christian Jutten, “A first step to convolutive sparse representation,” in Proceedings of ICASSP2008, April 2008, pp. 1921-1924. [ DOI | DownloadFile ]
[27] Sina Zahedpour, Mahmoud Ferdosizadeh, Farokh Marvasti, Hossein Mohimani, and Massoud Babaie-Zadeh, “A Novel Impulsive Noise Cancellation Based on Successive Approximations,” in proceedings of Sampling Theory and Applications (SampTa2007), 1-5 June 2007, pp. 126-131. [ DownloadFile ]
[26] Elham Azizi, Hossein Mohimani, and Massoud Babaie-Zadeh, “Adaptive Sparse Source Separation with application to Speech Signals,” in proceedings of IEEE International Conference on Signal Processing and Communications (ICSPC), November 2007, pp. 640-643. [ DOI | DownloadFile ]
[25] Hossein Mohimani, Massoud Babaie-Zadeh, and Christian Jutten, “Fast Sparse Representation based on Smoothed L0 Norm,” in Proceedings of 7th International Conference on Independent Component Analysis and Signal Separation (ICA2007) Springer LNCS 4666, September 2007, pp. 389-396. [ DOI | DownloadFile ]
[24] Hadi Zayyani, Massoud Babaie-Zadeh, Hossein Mohimani, and Christian Jutten, “Sparse Component Analysis in Presence of Noise Using an Iterative EM-MAP Algorithm,” in Proceedings of 7th International Conference on Independent Component Analysis and Signal Separation (ICA2007) Springer LNCS 4666, September 2007, pp. 438-445. [ DOI | DownloadFile ]
[23] Nima Noorshams, Massoud Babaie-Zadeh, and Christian Jutten, “Estimating the mixing matrix in Sparse Component Analysis based on converting a multiple dominant to a single dominant problem,” in Proceedings of 7th International Conference on Independent Component Analysis and Signal Separation (ICA2007) Springer LNCS 4666, September 2007, pp. 397-405. [ DOI | DownloadFile ]
[22] Hadi Zayyani, Massoud Babaie-Zadeh, and Christian Jutten, “Source Estimation in Noisy Sparse Component Analysis,” in proceedings of IEEE 15th International Conference on Digital Signal Processing (DSP2007), June 2007, pp. 219-222. [ DOI | DownloadFile ]
[21] Farid MovahhediNaeini, Hossein Mohimani, Massoud Babaie-Zadeh, and Christian Jutten, “Estimating the mixing matrix in Sparse Component Analysis (SCA) based on multidimensional subspace clustering,” in proceedings of IEEE 15th International Conference on Telecom (ICT2007), May 2007. [ DOI | DownloadFile ]
[20] Abuzar Eslami and Massoud Babaie-Zadeh, “Adaptive Block Motion Prediction,” in proceedings of IEEE international symposium on Signal Processing and Information Technology (ISSPIT), 2006, pp. 908-913. [ DOI | DownloadFile ]
[19] Arash Ali Amini, Massoud Babaie-Zadeh, and Christian Jutten, “A fast method for sparse component analysis based on Iterative Detection-Estimation,” in American Institute of Physics (AIP) Conference Proceeding (MaxEnt2006), vol. 872, 2006, pp. 123-130. [ DOI | DownloadFile ]
[18] Arash Ali Amini, Massoud Babaie-Zadeh, and Christian Jutten, “A New Approach for Sparse Decomposition and Sparse Source Separation,” in European Signal Processing Conference (EUSIPCO), September 2006. [ DownloadFile ]
[17] Reza Sameni, Mohammad-Bagher Shamsollahi, Massoud Babaie-Zadeh, and Christian Jutten, “Filtering noisy ECG signals using the extended Kalman filter based on a modified dynamic ECG model,” in proceedings of Computers in Cardiology, 2005, pp. 1017-1020. [ DOI | DownloadFile ]
[16] Davood Shamsi and Massoud Babaie-Zadeh, “Adaptive Time Domain Signal Estimation for Multi-Microphone Speech Enhancement,” in proceedings of International Symposium on Telecommunications (IST2005), September 2005, pp. 49-53. [ DownloadFile ]
[15] Bahman Bahmani, Massoud Babaie-Zadeh, and Christian Jutten, “Performance Comparison Of Different Score Function Difference (SFD) Estimation Methods,” in proceedings of International Symposium on Telecommunications (IST2005), September 2005, pp. 399-404. [ DownloadFile ]
[14] Mahmoud Ferdosi-Zadeh, Massoud Babaie-Zadeh, and Farrokh Marvasti, “A new method for separation of speech signals from convolutive mixture,” in European Signal Processing Conference (EUSIPCO), September 2005. [ DownloadFile ]
[13] Bahman Bahmani, Massoud Babaie-Zadeh, and Christian Jutten, “A new method for estimating Score Function Difference (SFD) and its application to blind source separation,” in European Signal Processing Conference (EUSIPCO), September 2005. [ DownloadFile ]
[12] Massoud Babaie-Zadeh, Bahman Bahmani, and Christian Jutten, “ICA by mutual information minimization: An approach for avoiding local minima,” in European Signal Processing Conference (EUSIPCO), September 2005. [ DownloadFile ]
[11] Samareh Samadi, Massoud Babaie-Zadeh, Christian Jutten, and Kambiz Nayebi, “Blind Source Separation by Adaptive estimation of score function difference,” in Proceedings of 5th International Conference on Independent Component Analysis and Signal Separation (ICA2004) Springer LNCS, 22-24 September 2004, pp. 9-17. [ DOI | DownloadFile ]
[10] Massoud Babaie-Zadeh, Ali Mansour, Christian Jutten, and Farrokh Marvasti, “A geometric approach for separating several speech signals,” in Proceedings of 5th International Conference on Independent Component Analysis and Signal Separation (ICA2004) Springer LNCS, 22-24 September 2004, pp. 798-806. [ DOI | DownloadFile ]
[9] Massoud Babaie-Zadeh, Christian Jutten, and Kambiz Nayebi, “A Minimization-Projection (MP) approach for blind separating convolutive mixtures,” in Proceedings of ICASSP 04, vol. 5, May 2004, pp. 533-536. [ DOI | DownloadFile ]
[8] Massoud Babaie-Zadeh, Jordi Solé-Casals, and Christian Jutten, “A gradient based algorithm for blind inversion of Wiener system using multi-dimensional score functions,” in International Symposium on Telecommunications (IST2003), August 2003, pp. 433-437. [ DownloadFile ]
[7] Jordi Solé-casals, Massoud Babaie-Zadeh, Christian Jutten, and Dinh-Tuan Pham, “Improving algorithm speed in post nonlinear mixtures and Wiener systems inversion,” in ICA2003, April 2003, pp. 639-644. [ DownloadFile ]
[6] Massoud Babaie-Zadeh, Jordi Solé-Casals, and Christian Jutten, “Blind inversion of wiener system using a Minimization-Projection (MP) approach,” in ICA2003, April 2003, pp. 681-688. [ DownloadFile ]
[5] Massoud Babaie-Zadeh, Christian Jutten, and Kambiz Nayebi, “Minimization-Projection (MP) approach for Blind Source Separation in different mixing models,” in ICA2003, April 2003, pp. 1083-1088. [ DownloadFile ]
[4] Massoud Babaie-Zadeh, Christian Jutten, and Kambiz Nayebi, “A geometric approach for separating Post Non-Linear mixtures,” in EUSIPCO, vol. II, September 2002, pp. 11-14. [ DownloadFile ]
[3] Massoud Babaie-Zadeh, Christian Jutten, and Kambiz Nayebi, “Blind separating Convolutive Post-Nonlinear mixtures,” in ICA2001, December 2001, pp. 138-143. [ DownloadFile ]
[2] Massoud Babaie-Zadeh, Christian Jutten, and Kambiz Nayebi, “Compensating frequency response of the sensors in blind separation of the sources,” in International Symposium on Telecommunications (IST2001), September 2001, pp. 497-498. [ File in Conference CD | Correct File ]
[1] Massoud Babaie-Zadeh, Christian Jutten, and Kambiz Nayebi, “Separating convolutive mixtures by mutual information minimization,” in Proceedings of IWANN 2001, June 2001, pp. 834-842. [ DownloadFile ]

National Conferences

[4] Sepideh Azarian-Pour, Massoud Babaie-Zadeh, and Amir Reza Sadri, “An Automatic JPEG Ghost Detection Approach for Digital Image Forensics,” in proceedings of 24th Iranian Conference on Electrical Engineering (ICEE2016), May 2016, pp. 1645-1649. [ DOI | DownloadFile ]
[3] Hadi Zayyani, Seyyed-Majid Valiollah-Zadeh, and Massoud Babaie-Zadeh, “Sparse Component Analysis (SCA) in Random-valued and Salt and Pepper Noise Removal,” in proceedings of 16th Iranian Conference on Electrical Engineering (ICEE2008), vol. 5, May 2008, pp. 300-305. [ DownloadFile ]
[2] Massoud Babaie-Zadeh, Christian Jutten, and Kambiz Nayebi, “Compensation des réponse en fréquence des capteurs en séparation aveugle de sources,” in GRETSI 2001, September 2001, pp. 399-402, (in French). [ DownloadFile ]
[1] Massoud Babaie-Zadeh and Mahmoud Tebyani, “Separating two overlapping speech signals,” in 5th Iranian Conference on Electrical Engineering (ICEE), vol. 5, May 1997, pp. 47-52, (in Persian). [ DownloadFile ]

Invited Conference Papers

[4] Christian Jutten and Massoud Babaie-Zadeh, “Source Separation: Principles Current Advances and Applications,” in IAR Annual Meeting, November 2006. [ DownloadFile ]
[3] Massoud Babaie-Zadeh and Christian Jutten, “Semi-Blind Approaches for Source Separation and Independent component Analysis,” in Proceedings of ESANN 06, April 2006, pp. 301-312. [ DownloadFile ]
[2] Christian Jutten, Massoud Babaie-Zadeh, and Shahram Hosseini, “On blind methods in signal processing,” in IVth international workshop on computational problems of electrical engineering, September 2002, pp. 1-12, (invited paper). [ DownloadFile ]
[1] Massoud Babaie-Zadeh and Christian Jutten, “Source separation in convolutive post-non-linear mixtures.,” in Invited talk in European meeting on ICA (without proceedings website address: http://ica.sa.infn.it/), 2002.