Christian Jutten

ORCID

Publication Activity (10 Years)

Years Active: 1989-2023
Publications (10 Years): 119

Top Venues

EUSIPCO

IEEE Signal Process. Mag.

LVA/ICA

ICASSP

Publications

Christian Jutten
Promoting Integrity and Knowledge for the Well-Being of Humanity and Peace [From the Editor]. IEEE Signal Process. Mag. 40 (3) (2023)
Rodrigo Capobianco Guido, Tülay Adali, Emil Björnson, Laure Blanc-Féraud, Ulisses Braga-Neto, Behnaz Ghoraani, Christian Jutten, Alle-Jan van der Veen, Hong Vicky Zhao, Xiaoxiang Zhu
IEEE Signal Processing Society: Celebrating 75 Years of Remarkable Achievements [From the Guest Editors]. IEEE Signal Process. Mag. 40 (4) (2023)
Christian Jutten
SPM Is Your Magazine - You Are Both Reader and Author: Contribute to IEEE Signal Processing Magazine [From the Editor]. IEEE Signal Process. Mag. 40 (6) (2023)
Christian Jutten
SPS Members, You Are All Heirs of Fourier! [From the Editor]. IEEE Signal Process. Mag. 40 (7) (2023)
Erik Robinson, Christian Jutten
In Memoriam: Enders Anthony Robinson [In Memoriam]. IEEE Signal Process. Mag. 40 (3) (2023)
Andrea Marinoni, Pietro Lio', Alessandro Barp, Christian Jutten, Mark Girolami
Improving embedding of graphs with missing data by soft manifolds. CoRR (2023)
Kristine L. Bell, Zhi Tian, Christian Jutten
In Remembrance of Dr. Harry L. Van Trees [In Memoriam]. IEEE Signal Process. Mag. 40 (3) (2023)
Christian Jutten, Athina P. Petropulu
IEEE Signal Processing Society 75th Anniversary During ICASSP 2023: Remembering the past, engaging with the present, and building the future [From the Editor]. IEEE Signal Process. Mag. 40 (5) (2023)
Christian Jutten, Athina P. Petropulu
Celebrating Technological Breakthroughs and Navigating the Future With Care [From the Editor]. IEEE Signal Process. Mag. 40 (4) (2023)
Christian Jutten
Beginning a Special Year for Our Society [From the Editor]. IEEE Signal Process. Mag. 40 (1) (2023)
Christian Jutten
Open and Reproducible Science: Desirable or Even Mandatory, But Not So Simple! [From the Editor]. IEEE Signal Process. Mag. 40 (2) (2023)
Rodrigo Capobianco Guido, Tülay Adali, Emil Björnson, Laure Blanc-Féraud, Ulisses Braga-Neto, Behnaz Ghoraani, Christian Jutten, Alle-Jan van der Veen, Hong Vicky Zhao, Xiaoxiang Zhu
IEEE Signal Processing Society: Celebrating 75 Years of Remarkable Achievements (Part 2) [From the Guest Editors]. IEEE Signal Process. Mag. 40 (5) (2023)
Reza Sameni, Frédéric Vrins, Fabienne Parmentier, Christophe Hérail, Vincent Vigneron, Michel Verleysen, Christian Jutten, Mohammad B. Shamsollahi
Electrode Selection for Noninvasive Fetal Electrocardiogram Extraction using Mutual Information Criteria. CoRR (2023)
Luigi Longobardi, Tony VenGraitis, Christian Jutten
Scientific Integrity and Misconduct in Publications: Guidance from the IEEE Publishing Ethics Team [SP Forum]. IEEE Signal Process. Mag. 39 (6) (2022)
Christian Jutten
Balancing Artificial and Natural Intelligence [From the Editor]. IEEE Signal Process. Mag. 39 (2) (2022)
Maryam Hashemi, Mahsa Akhbari, Christian Jutten
Delve into Multiple Sclerosis (MS) lesion exploration: A modified attention U-Net for MS lesion segmentation in Brain MRI. Comput. Biol. Medicine 145 (2022)
Elaheh Sobhani, Pierre Comon, Christian Jutten, Massoud Babaie-Zadeh
CorrIndex: A permutation invariant performance index. Signal Process. 195 (2022)
Christian Jutten
Trusting in the Sciences Requires Explainability [From the Editor]. IEEE Signal Process. Mag. 39 (4) (2022)
Christian Jutten
Scientific Integrity: A Duty for Researchers [From the Editor]. IEEE Signal Process. Mag. 39 (6) (2022)
Christian Jutten
Think About Making Your Signal Processing Projects Compatible With Sustainable Development [From the Editor]. IEEE Signal Process. Mag. 39 (5) (2022)
Christian Jutten
Ethical and Ecological Issues in Signal Processing [From the Editor]. IEEE Signal Process. Mag. 39 (1) (2022)
Christian Jutten
Ethical Dilemmas in the Sciences [From the Editor]. IEEE Signal Process. Mag. 39 (3) (2022)
Christian Jutten
Introducing SPM's New Team of Area Editors: Part 1 [From the Editor]. IEEE Signal Process. Mag. 38 (2) (2021)
Arman Kheirati Roonizi, Christian Jutten
Band-Stop Smoothing Filter Design. IEEE Trans. Signal Process. 69 (2021)
Fateme Ghayem, Bertrand Rivet, Rodrigo Cabral Farias, Christian Jutten
Robust Sensor Placement for Signal Extraction. IEEE Trans. Signal Process. 69 (2021)
Reza Sameni, Christian Jutten
A Hypothesis Testing Approach to Nonstationary Source Separation. CoRR (2021)
Saloua Chlaily, Dino Ienco, Christian Jutten, Andrea Marinoni
On Enhanced Ensemble Learning for Multimodal Remote Sensing Data Analysis by Capacity Optimization. SSP (2021)
Pedro L. C. Rodrigues, Marco Congedo, Christian Jutten
Dimensionality Transcending: A Method for Merging BCI Datasets With Different Dimensionalities. IEEE Trans. Biomed. Eng. 68 (2) (2021)
Andrea Marinoni, Saloua Chlaily, Eduard Khachatrian, Torbjørn Eltoft, Sivasakthy Selvakumaran, Mark Girolami, Christian Jutten
Enhancing ensemble learning and transfer learning in multimodal data analysis by adaptive dimensionality reduction. CoRR (2021)
Fahimeh Jamshidian-Tehrani, Reza Sameni, Christian Jutten
Temporally Nonstationary Component Analysis; Application to Noninvasive Fetal Electrocardiogram Extraction. CoRR (2021)
Reza Sameni, Christian Jutten
A Hypothesis Testing Approach to Nonstationary Source Separation. SSP (2021)
Christian Jutten
Think Outside the Box! [From the Editor]. IEEE Signal Process. Mag. 38 (5) (2021)
Christian Jutten
Introducing SPM's New Team of Area Editors: Part 2 [From the Editor]. IEEE Signal Process. Mag. 38 (3) (2021)
Christian Jutten
Starting a Three-Year Journey With IEEE Signal Processing Magazine [From the Editor]. IEEE Signal Process. Mag. 38 (1) (2021)
Andrea Marinoni, Christian Jutten, Mark Girolami
A graph representation based on fluid diffusion model for multimodal data analysis: theoretical aspects and enhanced community detection. CoRR (2021)
Christian Jutten
Advances in Science Must Benefit All Humanity [From the Editor]. IEEE Signal Process. Mag. 38 (4) (2021)
Christian Jutten
Affects and Emotions in IEEE Signal Processing Magazine [From the Editor]. IEEE Signal Process. Mag. 38 (6) (2021)
Maysam Behmanesh, Peyman Adibi, Jocelyn Chanussot, Christian Jutten, Sayyed Mohammad Saeed Ehsani
Geometric Multimodal Learning Based on Local Signal Expansion for Joint Diagonalization. IEEE Trans. Signal Process. 69 (2021)
Arman Kheirati Roonizi, Christian Jutten
Forward-backward filtering and penalized least-Squares optimization: A Unified framework. Signal Process. 178 (2021)
Saloua Chlaily, Mauro Dalla Mura, Jocelyn Chanussot, Christian Jutten, Paolo Gamba, Andrea Marinoni
Capacity and Limits of Multimodal Remote Sensing: Theoretical Aspects and Automatic Information Theory-Based Image Selection. IEEE Trans. Geosci. Remote. Sens. 59 (7) (2021)
Fahimeh Jamshidian-Tehrani, Reza Sameni, Christian Jutten
Temporally Nonstationary Component Analysis; Application to Noninvasive Fetal Electrocardiogram Extraction. IEEE Trans. Biomed. Eng. 67 (5) (2020)
Andrea Marinoni, Saloua Chlaily, Christian Jutten
Addressing Reliability of Multimodal Remote Sensing to Enhance Multisensor Data Fusion and Transfer Learning. IGARSS (2020)
Firooz Shahriari-Mehr, Javad Parsa, Massoud Babaie-Zadeh, Christian Jutten
New Dictionary Learning Methods for Two-Dimensional Signals. EUSIPCO (2020)
Lucas Drumetz, Jocelyn Chanussot, Christian Jutten
Spectral Unmixing: A Derivation of the Extended Linear Mixing Model From the Hapke Model. IEEE Geosci. Remote. Sens. Lett. 17 (11) (2020)
Saman Noorzadeh, Bertrand Rivet, Christian Jutten
3-D Interface for the P300 Speller BCI. IEEE Trans. Hum. Mach. Syst. 50 (6) (2020)
Amir Ehsan Khorashadi-Zadeh, Massoud Babaie-Zadeh, Christian Jutten
A Novel Pruning Approach for Bagging Ensemble Regression Based on Sparse Representation. ICASSP (2020)
Javad Parsa, Mostafa Sadeghi, Massoud Babaie-Zadeh, Christian Jutten
Low Mutual and Average Coherence Dictionary Learning Using Convex Approximation. ICASSP (2020)
Lucas Drumetz, Jocelyn Chanussot, Christian Jutten, Wing-Kin Ma, Akira Iwasaki
Spectral Variability Aware Blind Hyperspectral Image Unmixing Based on Convex Geometry. IEEE Trans. Image Process. 29 (2020)
Fateme Ghayem, Bertrand Rivet, Christian Jutten, Rodrigo Cabral Farias
Gradient-Based Algorithm with Spatial Regularization for Optimal Sensor Placement. ICASSP (2020)
Arman Kheirati Roonizi, Christian Jutten
Improved smoothness priors using bilinear transform. Signal Process. 169 (2020)
Saeed Akhavan, Ronald Phlypo, Mahmoud Kamarei, Hamid Soltanian-Zadeh, Christian Jutten
Separation of static and dynamic sources in absence epileptic seizures using depth cortical measurements. Signal Process. 166 (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)
Dana Lahat, Christian Jutten
Joint Independent Subspace Analysis: Uniqueness and Identifiability. IEEE Trans. Signal Process. 67 (3) (2019)
Dana Lahat, Christian Jutten, Helene Shapiro
Schur's Lemma for Coupled Reducibility and Coupled Normality. SIAM J. Matrix Anal. Appl. 40 (3) (2019)
Denis G. Fantinato, Leonardo Tomazeli Duarte, Yannick Deville, Romis Attux, Christian Jutten, Aline Neves
A second-order statistics method for blind source separation in post-nonlinear mixtures. Signal Process. 155 (2019)
Elaheh Sobhani, Pierre Comon, Christian Jutten, Massoud Babaie-Zadeh
Text Mining with Constrained Tensor Decomposition. LOD (2019)
Marco Congedo, Pedro Rodrigues, Christian Jutten
The Riemannian Minimum Distance to means field Classifier. GBCIC (2019)
Pedro Luiz Coelho Rodrigues, Marco Congedo, Christian Jutten
"When does it work ?" : An exploratory analysis of Transfer Learning for BCI. GBCIC (2019)
Lucas Drumetz, Travis R. Meyer, Jocelyn Chanussot, Andrea L. Bertozzi, Christian Jutten
Hyperspectral Image Unmixing With Endmember Bundles and Group Sparsity Inducing Mixed Norms. IEEE Trans. Image Process. 28 (7) (2019)
Fateme Ghayem, Bertrand Rivet, Christian Jutten, Rodrigo Cabral Farias
Optimal Sensor Placement for Signal Extraction. ICASSP (2019)
Pedro Luiz Coelho Rodrigues, Christian Jutten, Marco Congedo
Riemannian Procrustes Analysis: Transfer Learning for Brain-Computer Interfaces. IEEE Trans. Biomed. Eng. 66 (8) (2019)
Stéphanie Madrolle, Leonardo Tomazeli Duarte, Pierre Grangeat, Christian Jutten
Supervised Bayesian Source Separation of Nonlinear Mixtures for Quantitative Analysis of Gas Mixtures. EMBC (2018)
Pedro Luiz Coelho Rodrigues, Marco Congedo, Christian Jutten
Multivariate Time-Series Analysis Via Manifold Learning. SSP (2018)
Stéphanie Madrolle, Pierre Grangeat, Christian Jutten
A Linear-Quadratic Model for the Quantification of a Mixture of Two Diluted Gases with a Single Metal Oxide Sensor. Sensors 18 (6) (2018)
Dana Lahat, Christian Jutten
Joint Independent Subspace Analysis by Coupled Block Decomposition: Non-Identifiable Cases. ICASSP (2018)
Saeed Akhavan, Ronald Phlypo, Hamid Soltanian-Zadeh, Mahmoud Kamarei, Christian Jutten
Static and Dynamic Modeling of Absence Epileptic Seizures Using Depth Recordings. LVA/ICA (2018)
Stéphanie Madrolle, Leonardo Tomazeli Duarte, Pierre Grangeat, Christian Jutten
A Bayesian Blind Source Separation Method for a Linear-quadratic Model. EUSIPCO (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)
Saeed Akhavan, Ronald Phlypo, Hamid Soltanian-Zadeh, Mahmoud Kamarei, Christian Jutten
Unmixing of Absence Epileptic Seizures in GAERS. SAM (2018)
Paolo Zanini, Marco Congedo, Christian Jutten, Salem Said, Yannick Berthoumieu
Transfer Learning: A Riemannian Geometry Framework With Applications to Brain-Computer Interfaces. IEEE Trans. Biomed. Eng. 65 (5) (2018)
Denis G. Fantinato, Leonardo Tomazeli Duarte, Yannick Deville, Christian Jutten, Romis Attux, Aline Neves
Using Taylor Series Expansions and Second-Order Statistics for Blind Source Separation in Post-Nonlinear Mixtures. LVA/ICA (2018)
Mahsa Akhbari, N. Montazeri Ghahjaverestan, Mohammad Bagher Shamsollahi, Christian Jutten
ECG Fiducial Point Extraction Using Switching Kalman Filter. Comput. Methods Programs Biomed. 157 (2018)
Dana Lahat, Christian Jutten
A New Link Between Joint Blind Source Separation Using Second Order Statistics and the Canonical Polyadic Decomposition. LVA/ICA (2018)
Lucas Drumetz, Guillaume Tochon, Jocelyn Chanussot, Christian Jutten
Estimating the Number of Endmembers to Use in Spectral Unmixing of Hyperspectral Data with Collaborative Sparsity. LVA/ICA (2017)
Paolo Zanini, Salem Said, Yannick Berthoumieu, Marco Congedo, Christian Jutten
Riemannian Online Algorithms for Estimating Mixture Model Parameters. GSI (2017)
Alexandre Aksenov, Pierre-Olivier Amblard, Olivier J. J. Michel, Christian Jutten
Optimal Measurement Times for Observing a Brownian Motion over a Finite Period Using a Kalman Filter. LVA/ICA (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)
Denis G. Fantinato, Leonardo Tomazeli Duarte, Bertrand Rivet, Bahram Ehsandoust, Romis Attux, Christian Jutten
Gaussian Processes for Source Separation in Overdetermined Bilinear Mixtures. LVA/ICA (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)
Pierre Narvor, Bertrand Rivet, Christian Jutten
Single sensor audiovisual speech source separation. HSCMA (2017)
Ghazaleh Delfi, Shayan Aziznejad, Sana Amani, Massoud Babaie-Zadeh, Christian Jutten
A generalization of weighted sparse decomposition to negative weights. EUSIPCO (2017)
Pedro Luiz Coelho Rodrigues, Florent Bouchard, Marco Congedo, Christian Jutten
Dimensionality Reduction for BCI Classification using Riemannian Geometry. GBCIC (2017)
Saloua Chlaily, Chengfang Ren, Pierre-Olivier Amblard, Olivier J. J. Michel, Pierre Comon, Christian Jutten
Information-Estimation Relationship in Mismatched Gaussian Channels. IEEE Signal Process. Lett. 24 (5) (2017)
Victor Maurandi, Bertrand Rivet, Ronald Phlypo, Anne Guérin-Dugué, Christian Jutten
Multimodal Approach to Remove Ocular Artifacts from EEG Signals Using Multiple Measurement Vectors. LVA/ICA (2017)
Lucas Drumetz, Guillaume Tochon, Miguel Angel Veganzones, Jocelyn Chanussot, Christian Jutten
Improved Local Spectral Unmixing of hyperspectral data using an algorithmic regularization path for collaborative sparse regression. ICASSP (2017)
Pierre Narvor, Bertrand Rivet, Christian Jutten
Audiovisual Speech Separation Based on Independent Vector Analysis Using a Visual Voice Activity Detector. LVA/ICA (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)
Denis G. Fantinato, Leonardo Tomazeli Duarte, Paolo Zanini, Bertrand Rivet, Romis Attux, Christian Jutten
A Joint Second-Order Statistics and Density Matching-Based Approach for Separation of Post-Nonlinear Mixtures. LVA/ICA (2017)
Saeed Akhavan, Ronald Phlypo, Hamid Soltanian-Zadeh, F. Studer, A. Depaulis, Christian Jutten
Characterizing absence epileptic seizures from depth cortical measurements. EUSIPCO (2017)
Marco Congedo, Pedro Luiz Coelho Rodrigues, Florent Bouchard, Alexandre Barachant, Christian Jutten
A closed-form unsupervised geometry-aware dimensionality reduction method in the Riemannian Manifold of SPD matrices. EMBC (2017)
Dana Lahat, Christian Jutten
An alternative proof for the identifiability of independent vector analysis using second order statistics. ICASSP (2016)
Simon Henrot, Jocelyn Chanussot, Christian Jutten
Dynamical Spectral Unmixing of Multitemporal Hyperspectral Images. IEEE Trans. Image Process. 25 (7) (2016)
Guilherme Dean Pelegrina, Leonardo Tomazeli Duarte, Christian Jutten
Blind source separation and feature extraction in concurrent control charts pattern recognition: Novel analyses and a comparison of different methods. Comput. Ind. Eng. 92 (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Christian Jutten