Machine Sensing Training Network

Quantification of Metabolites in Magnetic Resonance Spectroscopic Imaging Using Machine Learning

Autori: Dhritiman Das, Eduardo Coello, Rolf F. Schulte, Bjoern H. Menze
Pubblicato in: Physics and Engineering of Metallic Materials - Proceedings of Chinese Materials Conference 2018, Numero 217, 2019, Pagina/e 462-470, ISBN 978-981-13-5943-9
Editore: 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

Autori: Cagdas Ulas, Giles Tetteh, Stephan Kaczmarz, Christine Preibisch, Bjoern H. Menze
Pubblicato in: Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 - 21st International Conference, Granada, Spain, September 16-20, 2018, Proceedings, Part I, Numero 11070, 2018, Pagina/e 30-38, ISBN 978-3-030-00927-4
Editore: 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

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

Structured Sequence Modeling with Graph Convolutional Recurrent Networks

Autori: Youngjoo Seo, Michaël Defferrard, Pierre Vandergheynst, Xavier Bresson
Pubblicato in: Neural Information Processing - 25th International Conference, ICONIP 2018, Siem Reap, Cambodia, December 13-16, 2018, Proceedings, Part I, Numero 11301, 2018, Pagina/e 362-373, ISBN 978-3-030-04166-3
Editore: Springer International Publishing
DOI: 10.1007/978-3-030-04167-0_33

Consistent Dictionary Learning for Signal Declipping

Autori: Lucas Rencker, Francis Bach, Wenwu Wang, Mark D. Plumbley
Pubblicato in: Latent Variable Analysis and Signal Separation, Numero 10891, 2018, Pagina/e 446-455, ISBN 978-3-319-93763-2
Editore: 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

Autori: Dhritiman Das, Eduardo Coello, Rolf F. Schulte, Bjoern H. Menze
Pubblicato in: Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2016, 2016, Pagina/e 596-604, ISBN 978-3-319-46726-9
Editore: Springer International Publishing
DOI: 10.1007/978-3-319-46726-9_69

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

Autori: Konstantinos Drossos, Paul Magron, Stylianos Ioannis Mimilakis, Tuomas Virtanen
Pubblicato in: 2018 16th International Workshop on Acoustic Signal Enhancement (IWAENC), 2018, Pagina/e 421-425, ISBN 978-1-5386-8151-0
Editore: IEEE
DOI: 10.1109/iwaenc.2018.8521371

Constant Step Size Stochastic Gradient Descent for Probabilistic Modeling

Autori: Babichev, Dmitry; Bach, Francis
Pubblicato in: Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial Intelligence, Numero 34, 2018, Pagina/e 219-228, ISBN 978-0-9966431-3-9
Editore: AUAI Press Corvallis, Oregon

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

Autori: Tang, Junqi; Golbabaee, Mohammad; Bach, Francis; Davies, Mike
Pubblicato in: Advances in Neural Information Processing Systems, Numero 32, 2018
Editore: Neural Information Processing Systems Foundation, Inc

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

Autori: Paul Magron, Konstantinos Drossos, Stylianos Ioannis Mimilakis, Tuomas Virtanen
Pubblicato in: Interspeech 2018, 2018, Pagina/e 332-336
Editore: ISCA
DOI: 10.21437/interspeech.2018-1845

Close Miking Empirical Practice Verification: A Source Separation Approach

Autori: Drossos, Konstantinos; Mimilakis, Stylianos Ioannis; Floros, Andreas; Virtanen, Tuomas; Schuller, Gerald
Pubblicato in: Proceedings of the 142nd Audio Engineering Society Convention, Numero 1, 2017, ISBN 9781-510843523
Editore: Audio Engineering Society

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

Autori: Konstantinos Drossos, Stylianos Ioannis Mimilakis, Dmitriy Serdyuk, Gerald Schuller, Tuomas Virtanen, Yoshua Bengio
Pubblicato in: 2018 International Joint Conference on Neural Networks (IJCNN), 2018, Pagina/e 1-8, ISBN 978-1-5090-6014-6
Editore: IEEE
DOI: 10.1109/ijcnn.2018.8489565

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

Autori: Stylianos Ioannis Mimilakis, Konstantinos Drossos, Joao F. Santos, Gerald Schuller, Tuomas Virtanen, Yoshua Bengio
Pubblicato in: 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2018, Pagina/e 721-725, ISBN 978-1-5386-4658-8
Editore: IEEE
DOI: 10.1109/icassp.2018.8461822

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

Autori: Stylianos Ioannis Mimilakis, Konstantinos Drossos, Tuomas Virtanen, Gerald Schuller
Pubblicato in: 2017 IEEE 27th International Workshop on Machine Learning for Signal Processing (MLSP), 2017, Pagina/e 1-6, ISBN 978-1-5090-6341-3
Editore: IEEE
DOI: 10.1109/mlsp.2017.8168117

Blind image deblurring using class-adapted image priors

Autori: Marina Ljubenovic, Mario A. T. Figueiredo
Pubblicato in: 2017 IEEE International Conference on Image Processing (ICIP), 2017, Pagina/e 490-494, ISBN 978-1-5090-2175-8
Editore: IEEE
DOI: 10.1109/icip.2017.8296329

Exploiting the structure via sketched gradient algorithms

Autori: Junqi Tang, Mohammad Golbabaee, Mike Davies
Pubblicato in: 2017 IEEE Global Conference on Signal and Information Processing (GlobalSIP), 2017, Pagina/e 1305-1309, ISBN 978-1-5090-5990-4
Editore: IEEE
DOI: 10.1109/globalsip.2017.8309172

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

Autori: Tang, Junqi; Golbabaee, Mohammad; Davies, Mike
Pubblicato in: Proceedings of the 34th International Conference on Machine Learning, Numero 70, 2017, Pagina/e 3377--3386
Editore: PMLR

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

Autori: Iwona Sobieraj, Lucas Rencker, Mark D. Plumbley
Pubblicato in: 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2018, Pagina/e 2436-2440, ISBN 978-1-5386-4658-8
Editore: IEEE
DOI: 10.1109/icassp.2018.8461293

Class-Adapted Blind Deblurring of Document Images

Autori: Marina Ljubenovic, Lina Zhuang, Mario A.T. Figueiredo
Pubblicato in: 2017 14th IAPR International Conference on Document Analysis and Recognition (ICDAR), 2017, Pagina/e 721-726, ISBN 978-1-5386-3586-5
Editore: IEEE
DOI: 10.1109/icdar.2017.123

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

Autori: Nasser Eslahi, Alessandro Foi
Pubblicato in: 2018 IEEE 13th Image, Video, and Multidimensional Signal Processing Workshop (IVMSP), 2018, Pagina/e 1-5, ISBN 978-1-5386-0951-4
Editore: IEEE
DOI: 10.1109/ivmspw.2018.8448455

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

Autori: Iwona Sobieraj, Qiuqiang Kong, Mark D. Plumbley
Pubblicato in: 2017 25th European Signal Processing Conference (EUSIPCO), 2017, Pagina/e 1769-1773, ISBN 978-0-9928626-7-1
Editore: IEEE
DOI: 10.23919/eusipco.2017.8081513

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

Autori: Christos Chatzichristos, Eleftherios Kofidis, Sergios Theodoridis
Pubblicato in: 2017 25th European Signal Processing Conference (EUSIPCO), 2017, Pagina/e 2081-2085, ISBN 978-0-9928626-7-1
Editore: IEEE
DOI: 10.23919/eusipco.2017.8081576

Fusion of EEG and fMRI via Soft Coupled Tensor Decompositions

Autori: Christos Chatzichristos, Mike Davies, Javier Escudero, Eleftherios Kofidis, Sergios Theodoridis
Pubblicato in: 2018 26th European Signal Processing Conference (EUSIPCO), 2018, Pagina/e 56-60, ISBN 978-9-0827-9701-5
Editore: IEEE
DOI: 10.23919/eusipco.2018.8553077

Anomaly detection in the dynamics of web and social networks

Autori: Volodymyr Miz, Benjamin Ricaud, Kirell Benzi, Pierre Vandergheynst
Pubblicato in: Proceedings of the Web Conference 2019, 2019
Editore: ACM
DOI: 10.475/123_4

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

Autori: Shpakova, Tatiana and Bach, Francis and Osokin, Anton
Pubblicato in: Proceedings of the Thirty-Fourth Conference in Uncertainty in Artificial Intelligence, 2018, Pagina/e pp. 279-289, ISBN 978-0-9966431-3-9
Editore: AUAI Press Corvallis, Oregon

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

Autori: Joshin P. Krishnan, José M. Bioucas-Dias
Pubblicato in: British Machine Vision Conference, 2017
Editore: British Machine Vision Association Press

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

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

Fast Iterative Shrinkage for Signal Declipping and Dequantization

Autori: Rencker, Lucas, Bach, Francis, Wang, Wenwu and Plumbley, Mark D.
Pubblicato in: iTWIST’18 - International Traveling Workshop on Interactions between low-complexity data models and Sensing Techniques, 2018
Editore: CIRM

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

Autori: J. Abesser, S.I. Mimilakis, R Graefe and H Lukashevich
Pubblicato in: Proceedings of the Detection and Classification of Acoustic Scenes and Events 2017 Workshop (DCASE2016), 2017
Editore: Tampere University of Technology

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

Autori: Arnold Julian Vinoj Benjamin, Pedro A. Gómez, Mohammad Golbabaee, Zaid Mahbub, Tim Sprenger, Marion Menzel, Michael Davies, Ian Marshall
Pubblicato in: Proceedings of the Joint Annual Meeting ISMRM-ESMRMB 2018, 2018
Editore: 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

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

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

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

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

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

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

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

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

Autori: N. Andreadis, C. Chatzichristos, M. Morante, P. Toulas
Pubblicato in: Proceedings of the Panhellenic Radiology conference, 2018
Editore: Panhellenice radiology association

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

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

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

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

MRSI Brain Temperature Mapping Using Machine Learning

Autori: 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
Pubblicato in: Proceedings of the 26th Joint Annual Meeting ISMRM-ESMRMB 2018, 2018
Editore: International Society of Magnetic Resonance in Medicine (ISMRM)

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

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

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

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

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

Autori: Ronan Hamon, Valentin Emiya, Lucas Rencker, Wenwu Wang, Mark Plumbley
Pubblicato in: 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2017, Pagina/e 696-700, ISBN 978-1-5090-4117-6
Editore: IEEE
DOI: 10.1109/icassp.2017.7952245

A greedy algorithm with learned statistics for sparse signal reconstruction

Autori: Lucas Rencker, Wenwu Wang, Mark D. Plumbley
Pubblicato in: 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2017, Pagina/e 4775-4779, ISBN 978-1-5090-4117-6
Editore: IEEE
DOI: 10.1109/icassp.2017.7953063

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

Autori: Joonas Multanen, Heikki Kultala, Matias Koskela, Timo Viitanen, Pekka Jaaskelainen, Jarmo Takala, Aram Danielyan, Cristovao Cruz
Pubblicato in: 2016 IEEE Nordic Circuits and Systems Conference (NORCAS), 2016, Pagina/e 1-6, ISBN 978-1-5090-1095-0
Editore: IEEE
DOI: 10.1109/NORCHIP.2016.7792906

Spectral denoising for MR Spectroscopic Imaging using Non-Local Means

Autori: Dhritiman Das, Eduardo Coello, Rolf. F Schulte, Bjoern H Menze
Pubblicato in: ISMRM Workshop on MR Spectroscopy: From Current Best Practice to Latest Frontiers, 2016
Editore: 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

Autori: Cagdas Ulas, Pedro A. Gomez, Jonathan I. Sperl, Christine Preibisch, Bjoern H. Menze
Pubblicato in: 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI), 2016, Pagina/e 306-309, ISBN 978-1-4799-2349-6
Editore: IEEE
DOI: 10.1109/ISBI.2016.7493270

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

Autori: Kofidis, E.; Chatzichristos, C. & Almeida, A. L. F.
Pubblicato in: Workshop on Tensor Decompositions and Applications (TDA-2016), 2016
Editore: Self

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

Autori: Mimilakis, S. I.; Cano, E.; Abesser, J. & Schuller, G.
Pubblicato in: Audio Engineering Society Workshop on Intelligent Music Production 2nd, 2016
Editore: Audio Engineering Society

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

Autori: Sobieraj, Iwona & Plumbley, Mark D.
Pubblicato in: Proceedings of the Detection and Classification of Acoustic Scenes and Events 2016 Workshop (DCASE2016), 2016, Pagina/e 90--94
Editore: Tampere University of Technology. Department of Signal Processing

Assisted dictionary learning for FMRI data analysis

Autori: Manuel Morante Moreno, Yannis Kopsinis, Eleftherios Kofidis, Christos Chatzichristos, Sergios Theodoridis
Pubblicato in: 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2017, Pagina/e 806-810, ISBN 978-1-5090-4117-6
Editore: IEEE
DOI: 10.1109/icassp.2017.7952267

Learning a Spatiotemporal Dictionary for Magnetic Resonance Fingerprinting with Compressed Sensing

Autori: Gomez, Pedro A.; Ulas, Cagdas; Sperl, Jonathan I.; Sprenger, Tim; Molina-Romero, Miguel; Menzel, Marion I. & Menze, Bjoern H.
Pubblicato in: Proceedings of MICCAI Workshop on Patch-based Techniques in Medical Imaging, 2015, Pagina/e 112-119, ISBN 978-3-319-28194-0
Editore: 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

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

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

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

Robust Reconstruction of Accelerated Perfusion MRI Using Local and Nonlocal Constraints

Autori: Ulas, Cagdas; Gomez, Pedro A.; Krahmer, Felix; Sperl, Jonathan I.; Menzel, Marion I. & Menze, Bjoern H.
Pubblicato in: Proceedings of MICCAI Workshop on Reconstruction and Analysis of Moving Body Organs, 2016, Pagina/e 37-47, ISBN 978-3-319-52280-7
Editore: 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

Autori: Benjamin, Arnold J. V.; Bano, Wahija; Marshall, Ian & Davies, Mike E.
Pubblicato in: Proceedings of the 22nd Annual Scientific Meeting of the British Chapter of the ISMRM, 2016
Editore: ISMRM

Higher-Order Block Term Decomposition for Spatially Folded fMRI Data

Autori: Chatzichristos, C.; Kofidis, E.; Kopsinis, Y.; Moreno, M. Morante & Theodoridis, S.
Pubblicato in: Int. Conf. on Latent Variable Analysis, and Signal Separation. (LVA ICA), 2017
Editore: 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

Autori: Gomez, Pedro A.; Molina-Romero, Miguel; Ulas, Cagdas; Bounincontri, Guido; Sperl, Jonathan I.; Jones Derek, K.; Menzel, Marion I. & Menze, Bjoern H.
Pubblicato in: Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2016, 2016, Pagina/e 579-586, ISBN 978-3-319-46726-9
Editore: Springer International Publishing
DOI: 10.1007/978-3-319-46726-9_67

Parameter Learning for Log-supermodular Distributions

Autori: Shpakova, Tatiana; Bach, Francis
Pubblicato in: Advances in Neural Information Processing Systems, Numero 1, 2016
Editore: Curran Associates, Inc.

Automatic Best Take Detection for Electric Guitar and Vocal Studio Recordings

Autori: Bonsel, C.; Abesser, J.; Grollmisch, S. & Mimilakis, S. I.
Pubblicato in: Audio Engineering Society Workshop on Intelligent Music Production 2nd, 2016
Editore: Audio Engineering Society

3D Magnetic Resonance Fingerprinting with a Clustered Spatiotemporal Dictionary

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

Deep Neural Networks for Dynamic Range Compression in Mastering Applications

Autori: Mimilakis, S. I.; Drossos, K.; Virtanen, T. & Schuller, G.
Pubblicato in: Audio Engineering Society Convention 140, 2016
Editore: Audio Engineering Society

Nonlocality-Reinforced Convolutional Neural Networks for Image Denoising

Autori: Cristovao Cruz, Alessandro Foi, Vladimir Katkovnik, Karen Egiazarian
Pubblicato in: IEEE Signal Processing Letters, Numero 25/8, 2018, Pagina/e 1216-1220, ISSN 1070-9908
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/LSP.2018.2850222

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

Autori: Cristovao Cruz, Rakesh Mehta, Vladimir Katkovnik, Karen O. Egiazarian
Pubblicato in: IEEE Transactions on Image Processing, Numero 27/3, 2018, Pagina/e 1376-1389, ISSN 1057-7149
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TIP.2017.2779265

Slice inverse regression with score functions

Autori: Dmitry Babichev, Francis Bach
Pubblicato in: Electronic Journal of Statistics, Numero 12/1, 2018, Pagina/e 1507-1543, ISSN 1935-7524
Editore: Institute of Mathematical Statistics
DOI: 10.1214/18-EJS1428

Blind fMRI source unmixing via higher-order tensor decompositions

Autori: Christos Chatzichristos, Eleftherios Kofidis, Manuel Morante, Sergios Theodoridis
Pubblicato in: Journal of Neuroscience Methods, Numero 315, 2019, Pagina/e 17-47, ISSN 0165-0270
Editore: 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

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

Dictionary Learning Phase Retrieval from Noisy Diffraction Patterns

Autori: Joshin Krishnan, José Bioucas-Dias, Vladimir Katkovnik
Pubblicato in: Sensors, Numero 18/11, 2018, Pagina/e 4006, ISSN 1424-8220
Editore: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s18114006

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

Autori: Jiayang Wang, Gen Li, Lucas Rencker, Wenwu Wang, Yuantao Gu
Pubblicato in: IEEE Signal Processing Letters, Numero 25/6, 2018, Pagina/e 828-832, ISSN 1070-9908
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/lsp.2018.2816573

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

Autori: Berkay Kanberoglu, Dhritiman Das, Priya Nair, Pavan Turaga, David Frakes
Pubblicato in: International Journal of Biomedical Imaging, Numero 2019, 2019, Pagina/e 1-14, ISSN 1687-4188
Editore: Hindawi Publishing Corporation
DOI: 10.1155/2019/9435163

An Overview of Lead and Accompaniment Separation in Music

Autori: Zafar Rafii, Antoine Liutkus, Fabian-Robert Stoter, Stylianos Ioannis Mimilakis, Derry FitzGerald, Bryan Pardo
Pubblicato in: IEEE/ACM Transactions on Audio, Speech, and Language Processing, Numero 26/8, 2018, Pagina/e 1307-1335, ISSN 2329-9290
Editore: IEEE Advancing Technology for Humanity
DOI: 10.1109/taslp.2018.2825440

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

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

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

Autori: Tang , Junqi; Bach , Francis; Golbabaee , Mohammad; Davies , Mike ,
Pubblicato in: 2017
Editore: arXiv

Wikipedia graph mining: dynamic structure of collective memory

Autori: Miz, Volodymyr; Benzi, Kirell; Ricaud, Benjamin; Vandergheynst, Pierre
Pubblicato in: 2017
Editore: arXiv

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

Autori: Mimilakis, Stylianos Ioannis; Schuller, Gerald
Pubblicato in: 2017
Editore: arxiv

Structure-Adaptive Accelerated Coordinate Descent

Autori: Junqi Tang, Mohammad Golbabaee, Francis Bach, Mike Davies
Pubblicato in: 2018
Editore: hal

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

Autori: Youngjoo Seo, Manuel Morante, Yannis Kopsinis, Sergios Theodoridis
Pubblicato in: 2018
Editore: arXiv

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

Autori: Joshin P. Krishnan, Mário A. T. Figueiredo José M. Bioucas-Dias
Pubblicato in: 2018
Editore: arXiv

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