Machine Sensing Training Network

Informations projet

MacSeNet

N° de convention de subvention: 642685

DOI

10.3030/642685

Projet clôturé

Date de signature de la CE 5 Decembre 2014

Date de début 1 Janvier 2015

Date de fin 31 Decembre 2018

Financé au titre de

• EXCELLENT SCIENCE - Marie Skłodowska-Curie Actions

Coût total

€ 3 866 329,44

Contribution de l’UE

€ 3 866 329,44

Coordonné par

UNIVERSITY OF SURREY
United Kingdom

CORDIS fournit des liens vers les livrables publics et les publications des projets HORIZON.

Les liens vers les livrables et les publications des projets du 7e PC, ainsi que les liens vers certains types de résultats spécifiques tels que les jeux de données et les logiciels, sont récupérés dynamiquement sur OpenAIRE .

Livrables

Documents, reports (4)

Journal papers

Articles submitted to journals

D1-5.1 State-of-the-art reviews

Across Work Packages WP1 - WP5

D1-5.2 Initial findings report

Across work packages WP1 - WP5

D1-5.3 Final reports

Across work packages WP1 - WP5.

Other (6)

Conference presentations

Presentations of research results at conferences

1st Summer School

Includes Network Mtg See section 2.2.1 of Annex 1

2nd Summer School

Combined with D7.2 First Workshop See section 2.2.1 of Annex 1

1st Workshop

Combined with D6.5 2nd Summer School See section 2.2.1 of Annex 1

Final Workshop

Includes network meeting See section 2.2.1 of Annex 1

Public engagement activities

See section 3.3.1 of Annex 1

Websites, patent fillings, videos etc. (1)

Website

Project website

Publications

Book chapters (6)

Quantification of Metabolites in Magnetic Resonance Spectroscopic Imaging Using Machine Learning

Auteurs: Dhritiman Das, Eduardo Coello, Rolf F. Schulte, Bjoern H. Menze
Publié dans: Physics and Engineering of Metallic Materials - Proceedings of Chinese Materials Conference 2018, Numéro 217, 2019, Page(s) 462-470, ISBN 978-981-13-5943-9
Éditeur: Springer Singapore
DOI: 10.1007/978-3-319-66179-7_53

DeepASL: Kinetic Model Incorporated Loss for Denoising Arterial Spin Labeled MRI via Deep Residual Learning

Auteurs: Cagdas Ulas, Giles Tetteh, Stephan Kaczmarz, Christine Preibisch, Bjoern H. Menze
Publié dans: Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 - 21st International Conference, Granada, Spain, September 16-20, 2018, Proceedings, Part I, Numéro 11070, 2018, Page(s) 30-38, ISBN 978-3-030-00927-4
Éditeur: Springer International Publishing
DOI: 10.1007/978-3-030-00928-1_4

Direct Estimation of Pharmacokinetic Parameters from DCE-MRI Using Deep CNN with Forward Physical Model Loss

Auteurs: Cagdas Ulas, Giles Tetteh, Michael J. Thrippleton, Paul A. Armitage, Stephen D. Makin, Joanna M. Wardlaw, Mike E. Davies, Bjoern H. Menze
Publié dans: Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 - 21st International Conference, Granada, Spain, September 16-20, 2018, Proceedings, Part I, Numéro 11070, 2018, Page(s) 39-47, ISBN 978-3-030-00927-4
Éditeur: Springer International Publishing
DOI: 10.1007/978-3-030-00928-1_5

Structured Sequence Modeling with Graph Convolutional Recurrent Networks

Auteurs: Youngjoo Seo, Michaël Defferrard, Pierre Vandergheynst, Xavier Bresson
Publié dans: Neural Information Processing - 25th International Conference, ICONIP 2018, Siem Reap, Cambodia, December 13-16, 2018, Proceedings, Part I, Numéro 11301, 2018, Page(s) 362-373, ISBN 978-3-030-04166-3
Éditeur: Springer International Publishing
DOI: 10.1007/978-3-030-04167-0_33

Consistent Dictionary Learning for Signal Declipping

Auteurs: Lucas Rencker, Francis Bach, Wenwu Wang, Mark D. Plumbley
Publié dans: Latent Variable Analysis and Signal Separation, Numéro 10891, 2018, Page(s) 446-455, ISBN 978-3-319-93763-2
Éditeur: Springer International Publishing
DOI: 10.1007/978-3-319-93764-9_41

Spatially Adaptive Spectral Denoising for MR Spectroscopic Imaging using Frequency-Phase Non-local Means

Auteurs: Dhritiman Das, Eduardo Coello, Rolf F. Schulte, Bjoern H. Menze
Publié dans: Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2016, 2016, Page(s) 596-604, ISBN 978-3-319-46726-9
Éditeur: Springer International Publishing
DOI: 10.1007/978-3-319-46726-9_69

Conference proceedings (54)

Harmonic-Percussive Source Separation with Deep Neural Networks and Phase Recovery

Auteurs: Konstantinos Drossos, Paul Magron, Stylianos Ioannis Mimilakis, Tuomas Virtanen
Publié dans: 2018 16th International Workshop on Acoustic Signal Enhancement (IWAENC), 2018, Page(s) 421-425, ISBN 978-1-5386-8151-0
Éditeur: IEEE
DOI: 10.1109/iwaenc.2018.8521371

Constant Step Size Stochastic Gradient Descent for Probabilistic Modeling

Auteurs: Babichev, Dmitry; Bach, Francis
Publié dans: Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial Intelligence, Numéro 34, 2018, Page(s) 219-228, ISBN 978-0-9966431-3-9
Éditeur: AUAI Press Corvallis, Oregon

Rest-Katyusha: Exploiting the Solution's Structure via Scheduled Restart Schemes

Auteurs: Tang, Junqi; Golbabaee, Mohammad; Bach, Francis; Davies, Mike
Publié dans: Advances in Neural Information Processing Systems, Numéro 32, 2018
Éditeur: Neural Information Processing Systems Foundation, Inc

Reducing Interference with Phase Recovery in DNN-based Monaural Singing Voice Separation

Auteurs: Paul Magron, Konstantinos Drossos, Stylianos Ioannis Mimilakis, Tuomas Virtanen
Publié dans: Interspeech 2018, 2018, Page(s) 332-336
Éditeur: ISCA
DOI: 10.21437/interspeech.2018-1845

Close Miking Empirical Practice Verification: A Source Separation Approach

Auteurs: Drossos, Konstantinos; Mimilakis, Stylianos Ioannis; Floros, Andreas; Virtanen, Tuomas; Schuller, Gerald
Publié dans: Proceedings of the 142nd Audio Engineering Society Convention, Numéro 1, 2017, ISBN 9781-510843523
Éditeur: Audio Engineering Society

MaD TwinNet: Masker-Denoiser Architecture with Twin Networks for Monaural Sound Source Separation

Auteurs: Konstantinos Drossos, Stylianos Ioannis Mimilakis, Dmitriy Serdyuk, Gerald Schuller, Tuomas Virtanen, Yoshua Bengio
Publié dans: 2018 International Joint Conference on Neural Networks (IJCNN), 2018, Page(s) 1-8, ISBN 978-1-5090-6014-6
Éditeur: IEEE
DOI: 10.1109/ijcnn.2018.8489565

Monaural Singing Voice Separation with Skip-Filtering Connections and Recurrent Inference of Time-Frequency Mask

Auteurs: Stylianos Ioannis Mimilakis, Konstantinos Drossos, Joao F. Santos, Gerald Schuller, Tuomas Virtanen, Yoshua Bengio
Publié dans: 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2018, Page(s) 721-725, ISBN 978-1-5386-4658-8
Éditeur: IEEE
DOI: 10.1109/icassp.2018.8461822

A recurrent encoder-decoder approach with skip-filtering connections for monaural singing voice separation

Auteurs: Stylianos Ioannis Mimilakis, Konstantinos Drossos, Tuomas Virtanen, Gerald Schuller
Publié dans: 2017 IEEE 27th International Workshop on Machine Learning for Signal Processing (MLSP), 2017, Page(s) 1-6, ISBN 978-1-5090-6341-3
Éditeur: IEEE
DOI: 10.1109/mlsp.2017.8168117

Blind image deblurring using class-adapted image priors

Auteurs: Marina Ljubenovic, Mario A. T. Figueiredo
Publié dans: 2017 IEEE International Conference on Image Processing (ICIP), 2017, Page(s) 490-494, ISBN 978-1-5090-2175-8
Éditeur: IEEE
DOI: 10.1109/icip.2017.8296329

Exploiting the structure via sketched gradient algorithms

Auteurs: Junqi Tang, Mohammad Golbabaee, Mike Davies
Publié dans: 2017 IEEE Global Conference on Signal and Information Processing (GlobalSIP), 2017, Page(s) 1305-1309, ISBN 978-1-5090-5990-4
Éditeur: IEEE
DOI: 10.1109/globalsip.2017.8309172

Gradient Projection Iterative Sketch for Large-Scale Constrained Least-Squares

Auteurs: Tang, Junqi; Golbabaee, Mohammad; Davies, Mike
Publié dans: Proceedings of the 34th International Conference on Machine Learning, Numéro 70, 2017, Page(s) 3377--3386
Éditeur: PMLR

Orthogonality-Regularized Masked NMF for Learning on Weakly Labeled Audio Data

Auteurs: Iwona Sobieraj, Lucas Rencker, Mark D. Plumbley
Publié dans: 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2018, Page(s) 2436-2440, ISBN 978-1-5386-4658-8
Éditeur: IEEE
DOI: 10.1109/icassp.2018.8461293

Class-Adapted Blind Deblurring of Document Images

Auteurs: Marina Ljubenovic, Lina Zhuang, Mario A.T. Figueiredo
Publié dans: 2017 14th IAPR International Conference on Document Analysis and Recognition (ICDAR), 2017, Page(s) 721-726, ISBN 978-1-5386-3586-5
Éditeur: IEEE
DOI: 10.1109/icdar.2017.123

Anisotropic Spatiotemporal Regularization in Compressive Video Recovery by Adaptively Modeling the Residual Errors as Correlated Noise

Auteurs: Nasser Eslahi, Alessandro Foi
Publié dans: 2018 IEEE 13th Image, Video, and Multidimensional Signal Processing Workshop (IVMSP), 2018, Page(s) 1-5, ISBN 978-1-5386-0951-4
Éditeur: IEEE
DOI: 10.1109/ivmspw.2018.8448455

Masked Non-negative Matrix Factorization for Bird Detection Using Weakly Labeled Data

Auteurs: Iwona Sobieraj, Qiuqiang Kong, Mark D. Plumbley
Publié dans: 2017 25th European Signal Processing Conference (EUSIPCO), 2017, Page(s) 1769-1773, ISBN 978-0-9928626-7-1
Éditeur: IEEE
DOI: 10.23919/eusipco.2017.8081513

PARAFAC2 and its block term decomposition analog for blind fMRI source unmixing

Auteurs: Christos Chatzichristos, Eleftherios Kofidis, Sergios Theodoridis
Publié dans: 2017 25th European Signal Processing Conference (EUSIPCO), 2017, Page(s) 2081-2085, ISBN 978-0-9928626-7-1
Éditeur: IEEE
DOI: 10.23919/eusipco.2017.8081576

Fusion of EEG and fMRI via Soft Coupled Tensor Decompositions

Auteurs: Christos Chatzichristos, Mike Davies, Javier Escudero, Eleftherios Kofidis, Sergios Theodoridis
Publié dans: 2018 26th European Signal Processing Conference (EUSIPCO), 2018, Page(s) 56-60, ISBN 978-9-0827-9701-5
Éditeur: IEEE
DOI: 10.23919/eusipco.2018.8553077

Anomaly detection in the dynamics of web and social networks

Auteurs: Volodymyr Miz, Benjamin Ricaud, Kirell Benzi, Pierre Vandergheynst
Publié dans: Proceedings of the Web Conference 2019, 2019
Éditeur: ACM
DOI: 10.475/123_4

Marginal Weighted Maximum Log-likelihood for Efficient Learning of Perturb-and-Map models

Auteurs: Shpakova, Tatiana and Bach, Francis and Osokin, Anton
Publié dans: Proceedings of the Thirty-Fourth Conference in Uncertainty in Artificial Intelligence, 2018, Page(s) pp. 279-289, ISBN 978-0-9966431-3-9
Éditeur: AUAI Press Corvallis, Oregon

Patch-based Interferometric Phase Estimation via Mixture of Gaussian Density Modelling & Non-local Averaging in the Complex Domain

Auteurs: Joshin P. Krishnan, José M. Bioucas-Dias
Publié dans: British Machine Vision Conference, 2017
Éditeur: British Machine Vision Association Press

Estimation of Pharmacokinetic Parameters in Dynamic Contrast Enhanced MRI Via Random Forest Regression

Auteurs: Cagdas Ulas, Michael Thrippleton, Ian Marshall, Mike Davies, Paul Armitage, Stephen Makin, Joanna Wardlaw, Bjoern Menze
Publié dans: Proceedings of the Joint Annual Meeting ISMRM-ESMRMB 2018, 2018
Éditeur: International Society of Magnetic Resonance in Medicine (ISMRM)

Fast Iterative Shrinkage for Signal Declipping and Dequantization

Auteurs: Rencker, Lucas, Bach, Francis, Wang, Wenwu and Plumbley, Mark D.
Publié dans: iTWIST’18 - International Traveling Workshop on Interactions between low-complexity data models and Sensing Techniques, 2018
Éditeur: CIRM

Acoustic Scene Classification by Combining Autoencoder-Based Dimensionality Reduction and Convolutional Neural Networks

Auteurs: J. Abesser, S.I. Mimilakis, R Graefe and H Lukashevich
Publié dans: Proceedings of the Detection and Classification of Acoustic Scenes and Events 2017 Workshop (DCASE2016), 2017
Éditeur: Tampere University of Technology

Balanced multi-shot EPI for accelerated Cartesian MR Fingerprinting: An alternative to spiral MR Fingerprinting

Auteurs: Arnold Julian Vinoj Benjamin, Pedro A. Gómez, Mohammad Golbabaee, Zaid Mahbub, Tim Sprenger, Marion Menzel, Michael Davies, Ian Marshall
Publié dans: Proceedings of the Joint Annual Meeting ISMRM-ESMRMB 2018, 2018
Éditeur: International Society of Magnetic Resonance in Medicine (ISMRM)

Sampling order optimization preserves contrast and improves clinical diagnostic utility of accelerated prospective 3D brain MRI: a radiological assessment study on healthy volunteers

Auteurs: Arnold Julian Vinoj Benjamin, Wajiha Bano, Grant Mair, Michael Davies and Ian Marshall
Publié dans: Proceedings of the Joint Annual Meeting ISMRM-ESMRMB 2018, 2018
Éditeur: International Society of Magnetic Resonance in Medicine (ISMRM)

In vivo parametric mapping using piecewise constant flip angle and multi shot EPI MR Fingerprinting

Auteurs: Zaid Mahbub, Mohammad Golbabaae, Arnold Julian Vinoj Benjamin, Mike Davies and Ian Marshall
Publié dans: Proceedings of the Joint Annual Meeting ISMRM-ESMRMB 2018, 2018
Éditeur: International Society of Magnetic Resonance in Medicine (ISMRM)

Improved Accuracy of Accelerated 3D T2* Mapping through Coherent Parallel Maximum Likelihood Estimation

Auteurs: Wajiha Bano, Mohammad Golbabaee, Arnold Benjamin, Ian Marshall and Michael Davies
Publié dans: Proceedings of the Joint Annual Meeting ISMRM-ESMRMB 2018, 2018
Éditeur: International Society of Magnetic Resonance in Medicine (ISMRM)

Direct Estimation of Model Parameters in MR Spectroscopic Imaging using Deep Neural Networks

Auteurs: Das, Dhritiman and Coello, Eduardo and Sekuboyina, Anjany and Schulte, Rolf F and Menze, Bjoern H
Publié dans: Proceedings of the 26th Joint Annual Meeting ISMRM-ESMRMB 2018, 2018
Éditeur: International Society of Magnetic Resonance in Medicine (ISMRM)

Research on the impact of emojis on the memory retrieval using fMRI

Auteurs: N. Andreadis, C. Chatzichristos, M. Morante, P. Toulas
Publié dans: Proceedings of the Panhellenic Radiology conference, 2018
Éditeur: Panhellenice radiology association

Accelerating T2* Mapping with Maximum Likelihood Estimation (MLE) and Parallel Imaging(PI)

Auteurs: Wajiha Bano, Arnold Julian Vinoj Benjamin, Ian Marshall and Michael Davies
Publié dans: Proceedings of the 25th International Society of Magnetic Resonance in Medicine (ISMRM), 2017
Éditeur: International Society of Magnetic Resonance in Medicine (ISMRM)

Metabolite Quantification of 1H-MRSI spectra in Multiple Sclerosis: A Machine Learning Approach

Auteurs: Das, Dhritiman and Davies, Mike E and Chataway, Jeremy and Chandran, Siddharthan and Menze, Bjoern H and Marshall, Ian
Publié dans: Proceedings of the 26th Joint Annual Meeting ISMRM-ESMRMB 2018, 2018
Éditeur: International Society of Magnetic Resonance in Medicine (ISMRM)

MRSI Brain Temperature Mapping Using Machine Learning

Auteurs: Das, Dhritiman and Thrippleton, Michael J and Semple, Scott IK and Schulte, Rolf F and Davies, Mike E and Menze, Bjoern H and Marshall, Ian
Publié dans: Proceedings of the 26th Joint Annual Meeting ISMRM-ESMRMB 2018, 2018
Éditeur: International Society of Magnetic Resonance in Medicine (ISMRM)

Spectral-Dephasing based Non-Local Means for Spatially Adaptive Denoising in 3D-MRSI

Auteurs: Das, Dhritiman and Coello, Eduardo and Schulte, Rolf F and Menze, Bjoern H
Publié dans: Proceedings of the 25th International Society of Magnetic Resonance in Medicine (ISMRM), 2017
Éditeur: International Society of Magnetic Resonance in Medicine (ISMRM)

Sampling Order Optimization for contrast preservation in accelerated prospective 3D MRI

Auteurs: Benjamin, Arnold Julian Vinoj; Bano, Wahija; Marshall, Ian & Davies, Mike
Publié dans: Proceedings of the 34th Annual Scientific Meeting of the European Society of Magnetic Resonance in Medicine & Biology (ESMRMB), 2017
Éditeur: European Society for Magnetic Resonance in Medicine & Biology

Assessment of musical noise using localization of isolated peaks in time-frequency domain

Auteurs: Ronan Hamon, Valentin Emiya, Lucas Rencker, Wenwu Wang, Mark Plumbley
Publié dans: 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2017, Page(s) 696-700, ISBN 978-1-5090-4117-6
Éditeur: IEEE
DOI: 10.1109/icassp.2017.7952245

A greedy algorithm with learned statistics for sparse signal reconstruction

Auteurs: Lucas Rencker, Wenwu Wang, Mark D. Plumbley
Publié dans: 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2017, Page(s) 4775-4779, ISBN 978-1-5090-4117-6
Éditeur: IEEE
DOI: 10.1109/icassp.2017.7953063

OpenCL programmable exposed datapath high performance low-power image signal processor

Auteurs: Joonas Multanen, Heikki Kultala, Matias Koskela, Timo Viitanen, Pekka Jaaskelainen, Jarmo Takala, Aram Danielyan, Cristovao Cruz
Publié dans: 2016 IEEE Nordic Circuits and Systems Conference (NORCAS), 2016, Page(s) 1-6, ISBN 978-1-5090-1095-0
Éditeur: IEEE
DOI: 10.1109/NORCHIP.2016.7792906

Spectral denoising for MR Spectroscopic Imaging using Non-Local Means

Auteurs: Dhritiman Das, Eduardo Coello, Rolf. F Schulte, Bjoern H Menze
Publié dans: ISMRM Workshop on MR Spectroscopy: From Current Best Practice to Latest Frontiers, 2016
Éditeur: International Society for Magnetic Resonance in Medicine

Spatio-temporal MRI reconstruction by enforcing local and global regularity via dynamic total variation and nuclear norm minimization

Auteurs: Cagdas Ulas, Pedro A. Gomez, Jonathan I. Sperl, Christine Preibisch, Bjoern H. Menze
Publié dans: 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI), 2016, Page(s) 306-309, ISBN 978-1-4799-2349-6
Éditeur: IEEE
DOI: 10.1109/ISBI.2016.7493270

Joint Channel Estimation/ Data Detection in MIMO-FBMC/OQAM Systems - A Tensor Based Approach

Auteurs: Kofidis, E.; Chatzichristos, C. & Almeida, A. L. F.
Publié dans: Workshop on Tensor Decompositions and Applications (TDA-2016), 2016
Éditeur: Self

New Sonorities for Jazz Recordings: Separation and Mixing using Deep Neural Networks

Auteurs: Mimilakis, S. I.; Cano, E.; Abesser, J. & Schuller, G.
Publié dans: Audio Engineering Society Workshop on Intelligent Music Production 2nd, 2016
Éditeur: Audio Engineering Society

Coupled Sparse NMF vs. Random Forest Classification for Real Life Acoustic Event Detection

Auteurs: Sobieraj, Iwona & Plumbley, Mark D.
Publié dans: Proceedings of the Detection and Classification of Acoustic Scenes and Events 2016 Workshop (DCASE2016), 2016, Page(s) 90--94
Éditeur: Tampere University of Technology. Department of Signal Processing

Assisted dictionary learning for FMRI data analysis

Auteurs: Manuel Morante Moreno, Yannis Kopsinis, Eleftherios Kofidis, Christos Chatzichristos, Sergios Theodoridis
Publié dans: 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2017, Page(s) 806-810, ISBN 978-1-5090-4117-6
Éditeur: IEEE
DOI: 10.1109/icassp.2017.7952267

Learning a Spatiotemporal Dictionary for Magnetic Resonance Fingerprinting with Compressed Sensing

Auteurs: Gomez, Pedro A.; Ulas, Cagdas; Sperl, Jonathan I.; Sprenger, Tim; Molina-Romero, Miguel; Menzel, Marion I. & Menze, Bjoern H.
Publié dans: Proceedings of MICCAI Workshop on Patch-based Techniques in Medical Imaging, 2015, Page(s) 112-119, ISBN 978-3-319-28194-0
Éditeur: Springer International Publishing
DOI: 10.1007/978-3-319-28194-0_14

A Robust Reconstruction Method for Quantitative Perfusion MRI: Application to Brain Dynamic Susceptibility Contrast (DSC) Imaging

Auteurs: Ulas, Cagdas; Gomez, Pedro A.; Sperl, Jonathan I.; Preibisch, Christine; Menzel, Marion I.; Haase, Axel; Menze, Bjoern H.
Publié dans: Proceedings of the 25th International Society of Magnetic Resonance in Medicine (ISMRM), 2017
Éditeur: International Society for Magnetic Resonance in Medicine

A Spatio-temporal Denoising Approach based on Total Variation Regularization for Arterial Spin Labeling

Auteurs: Ulas, Cagdas; Kaczmarz, Stephan; Preibisch, Christine; Sperl, Jonathan I.; Menzel, Marion I.; Haase, Axel; Menze, Bjoern H.
Publié dans: Proceedings of the 25th International Society of Magnetic Resonance in Medicine (ISMRM), 2017
Éditeur: International Society for Magnetic Resonance in Medicine

Robust Reconstruction of Accelerated Perfusion MRI Using Local and Nonlocal Constraints

Auteurs: Ulas, Cagdas; Gomez, Pedro A.; Krahmer, Felix; Sperl, Jonathan I.; Menzel, Marion I. & Menze, Bjoern H.
Publié dans: Proceedings of MICCAI Workshop on Reconstruction and Analysis of Moving Body Organs, 2016, Page(s) 37-47, ISBN 978-3-319-52280-7
Éditeur: Springer International Publishing
DOI: 10.1007/978-3-319-52280-7_4

Optimizing calibration kernels and sampling pattern for ESPIRiT based compressed sensing implementation in 3D MRI

Auteurs: Benjamin, Arnold J. V.; Bano, Wahija; Marshall, Ian & Davies, Mike E.
Publié dans: Proceedings of the 22nd Annual Scientific Meeting of the British Chapter of the ISMRM, 2016
Éditeur: ISMRM

Higher-Order Block Term Decomposition for Spatially Folded fMRI Data

Auteurs: Chatzichristos, C.; Kofidis, E.; Kopsinis, Y.; Moreno, M. Morante & Theodoridis, S.
Publié dans: Int. Conf. on Latent Variable Analysis, and Signal Separation. (LVA ICA), 2017
Éditeur: Springer International Publishing
DOI: 10.1007/978-3-319-53547-0_1

Simultaneous Parameter Mapping, Modality Synthesis, and Anatomical Labeling of the Brain with MR Fingerprinting

Auteurs: Gomez, Pedro A.; Molina-Romero, Miguel; Ulas, Cagdas; Bounincontri, Guido; Sperl, Jonathan I.; Jones Derek, K.; Menzel, Marion I. & Menze, Bjoern H.
Publié dans: Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2016, 2016, Page(s) 579-586, ISBN 978-3-319-46726-9
Éditeur: Springer International Publishing
DOI: 10.1007/978-3-319-46726-9_67

Parameter Learning for Log-supermodular Distributions

Auteurs: Shpakova, Tatiana; Bach, Francis
Publié dans: Advances in Neural Information Processing Systems, Numéro 1, 2016
Éditeur: Curran Associates, Inc.

Automatic Best Take Detection for Electric Guitar and Vocal Studio Recordings

Auteurs: Bonsel, C.; Abesser, J.; Grollmisch, S. & Mimilakis, S. I.
Publié dans: Audio Engineering Society Workshop on Intelligent Music Production 2nd, 2016
Éditeur: Audio Engineering Society

3D Magnetic Resonance Fingerprinting with a Clustered Spatiotemporal Dictionary

Auteurs: Gomez, Pedro A.; Bounincontri, Guido; Molina-Romero, Miguel; Ulas, Cagdas; Sperl, Jonathan I.; Menzel, Marion I. & Menze, Bjoern H.
Publié dans: Proceedings of the 24th International Society of Magnetic Resonance in Medicine (ISMRM), 2016
Éditeur: International Society for Magnetic Resonance in Medicine

Deep Neural Networks for Dynamic Range Compression in Mastering Applications

Auteurs: Mimilakis, S. I.; Drossos, K.; Virtanen, T. & Schuller, G.
Publié dans: Audio Engineering Society Convention 140, 2016
Éditeur: Audio Engineering Society

Peer reviewed articles (10)

Nonlocality-Reinforced Convolutional Neural Networks for Image Denoising

Auteurs: Cristovao Cruz, Alessandro Foi, Vladimir Katkovnik, Karen Egiazarian
Publié dans: IEEE Signal Processing Letters, Numéro 25/8, 2018, Page(s) 1216-1220, ISSN 1070-9908
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/LSP.2018.2850222

Single Image Super-Resolution Based on Wiener Filter in Similarity Domain

Auteurs: Cristovao Cruz, Rakesh Mehta, Vladimir Katkovnik, Karen O. Egiazarian
Publié dans: IEEE Transactions on Image Processing, Numéro 27/3, 2018, Page(s) 1376-1389, ISSN 1057-7149
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TIP.2017.2779265

Slice inverse regression with score functions

Auteurs: Dmitry Babichev, Francis Bach
Publié dans: Electronic Journal of Statistics, Numéro 12/1, 2018, Page(s) 1507-1543, ISSN 1935-7524
Éditeur: Institute of Mathematical Statistics
DOI: 10.1214/18-EJS1428

Blind fMRI source unmixing via higher-order tensor decompositions

Auteurs: Christos Chatzichristos, Eleftherios Kofidis, Manuel Morante, Sergios Theodoridis
Publié dans: Journal of Neuroscience Methods, Numéro 315, 2019, Page(s) 17-47, ISSN 0165-0270
Éditeur: Elsevier BV
DOI: 10.1016/j.jneumeth.2018.12.007

Convolutional Neural Networks for Direct Inference of Pharmacokinetic Parameters: Application to Stroke Dynamic Contrast-Enhanced MRI

Auteurs: Cagdas Ulas, Dhritiman Das, Michael J. Thrippleton, Maria del C. Valdés Hernández, Paul A. Armitage, Stephen D. Makin, Joanna M. Wardlaw, Bjoern H. Menze
Publié dans: Frontiers in Neurology, Numéro 9, 2019, ISSN 1664-2295
Éditeur: Frontiers Research Foundation
DOI: 10.3389/fneur.2018.01147

Dictionary Learning Phase Retrieval from Noisy Diffraction Patterns

Auteurs: Joshin Krishnan, José Bioucas-Dias, Vladimir Katkovnik
Publié dans: Sensors, Numéro 18/11, 2018, Page(s) 4006, ISSN 1424-8220
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s18114006

An RIP-Based Performance Guarantee of Covariance-Assisted Matching Pursuit

Auteurs: Jiayang Wang, Gen Li, Lucas Rencker, Wenwu Wang, Yuantao Gu
Publié dans: IEEE Signal Processing Letters, Numéro 25/6, 2018, Page(s) 828-832, ISSN 1070-9908
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/lsp.2018.2816573

An Optical Flow-Based Approach for Minimally Divergent Velocimetry Data Interpolation

Auteurs: Berkay Kanberoglu, Dhritiman Das, Priya Nair, Pavan Turaga, David Frakes
Publié dans: International Journal of Biomedical Imaging, Numéro 2019, 2019, Page(s) 1-14, ISSN 1687-4188
Éditeur: Hindawi Publishing Corporation
DOI: 10.1155/2019/9435163

An Overview of Lead and Accompaniment Separation in Music

Auteurs: Zafar Rafii, Antoine Liutkus, Fabian-Robert Stoter, Stylianos Ioannis Mimilakis, Derry FitzGerald, Bryan Pardo
Publié dans: IEEE/ACM Transactions on Audio, Speech, and Language Processing, Numéro 26/8, 2018, Page(s) 1307-1335, ISSN 2329-9290
Éditeur: IEEE Advancing Technology for Humanity
DOI: 10.1109/taslp.2018.2825440

Workshop on Reconstruction Schemes for MR data: Summary of Findings and Recommendations

Auteurs: Ozturk-Isik, Esin; Marshall, Ian; Filipiak, Patryk; Benjamin, Arnold ; Guerra Ones, Valia; Ortiz Ramón, Rafael; Valdés Hernández, Maria
Publié dans: Royal Society Open Science, 2017, ISSN 2054-5703
Éditeur: The Royal Society Publishing
DOI: 10.1098/rsos.160731

Other (6)

Structure-Adaptive, Variance-Reduced, and Accelerated Stochastic Optimization

Auteurs: Tang , Junqi; Bach , Francis; Golbabaee , Mohammad; Davies , Mike ,
Publié dans: 2017
Éditeur: arXiv

Wikipedia graph mining: dynamic structure of collective memory

Auteurs: Miz, Volodymyr; Benzi, Kirell; Ricaud, Benjamin; Vandergheynst, Pierre
Publié dans: 2017
Éditeur: arXiv

Investigating the Potential of Pseudo Quadrature Mirror Filter-Banks in Music Source Separation Tasks

Auteurs: Mimilakis, Stylianos Ioannis; Schuller, Gerald
Publié dans: 2017
Éditeur: arxiv

Structure-Adaptive Accelerated Coordinate Descent

Auteurs: Junqi Tang, Mohammad Golbabaee, Francis Bach, Mike Davies
Publié dans: 2018
Éditeur: hal

Unsupervised learning of the brain connectivity dynamic using residual D-net

Auteurs: Youngjoo Seo, Manuel Morante, Yannis Kopsinis, Sergios Theodoridis
Publié dans: 2018
Éditeur: arXiv

SURE-fuse WFF: A Multi-resolution Windowed Fourier Analysis for Interferometric Phase Denoising

Auteurs: Joshin P. Krishnan, Mário A. T. Figueiredo José M. Bioucas-Dias
Publié dans: 2018
Éditeur: arXiv

Droits de propriété intellectuelle

Patent (1)

HIGH DYNAMIC RANGE MICROMIRROR IMAGING ARRAY SYSTEMS AND METHODS

Numéro de demande/publication: US 62612306
Date: 2017-12-29
Demandeur(s): NOISELESS IMAGING OY