Machine Sensing Training Network

Quantification of Metabolites in Magnetic Resonance Spectroscopic Imaging Using Machine Learning

Autores: Dhritiman Das, Eduardo Coello, Rolf F. Schulte, Bjoern H. Menze
Publicado en: Physics and Engineering of Metallic Materials - Proceedings of Chinese Materials Conference 2018, Edición 217, 2019, Página(s) 462-470, ISBN 978-981-13-5943-9
Editor: 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

Autores: Cagdas Ulas, Giles Tetteh, Stephan Kaczmarz, Christine Preibisch, Bjoern H. Menze
Publicado en: Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 - 21st International Conference, Granada, Spain, September 16-20, 2018, Proceedings, Part I, Edición 11070, 2018, Página(s) 30-38, ISBN 978-3-030-00927-4
Editor: 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

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

Structured Sequence Modeling with Graph Convolutional Recurrent Networks

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

Consistent Dictionary Learning for Signal Declipping

Autores: Lucas Rencker, Francis Bach, Wenwu Wang, Mark D. Plumbley
Publicado en: Latent Variable Analysis and Signal Separation, Edición 10891, 2018, Página(s) 446-455, ISBN 978-3-319-93763-2
Editor: 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

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

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

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

Constant Step Size Stochastic Gradient Descent for Probabilistic Modeling

Autores: Babichev, Dmitry; Bach, Francis
Publicado en: Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial Intelligence, Edición 34, 2018, Página(s) 219-228, ISBN 978-0-9966431-3-9
Editor: AUAI Press Corvallis, Oregon

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

Autores: Tang, Junqi; Golbabaee, Mohammad; Bach, Francis; Davies, Mike
Publicado en: Advances in Neural Information Processing Systems, Edición 32, 2018
Editor: Neural Information Processing Systems Foundation, Inc

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

Autores: Paul Magron, Konstantinos Drossos, Stylianos Ioannis Mimilakis, Tuomas Virtanen
Publicado en: Interspeech 2018, 2018, Página(s) 332-336
Editor: ISCA
DOI: 10.21437/interspeech.2018-1845

Close Miking Empirical Practice Verification: A Source Separation Approach

Autores: Drossos, Konstantinos; Mimilakis, Stylianos Ioannis; Floros, Andreas; Virtanen, Tuomas; Schuller, Gerald
Publicado en: Proceedings of the 142nd Audio Engineering Society Convention, Edición 1, 2017, ISBN 9781-510843523
Editor: Audio Engineering Society

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

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

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

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

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

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

Blind image deblurring using class-adapted image priors

Autores: Marina Ljubenovic, Mario A. T. Figueiredo
Publicado en: 2017 IEEE International Conference on Image Processing (ICIP), 2017, Página(s) 490-494, ISBN 978-1-5090-2175-8
Editor: IEEE
DOI: 10.1109/icip.2017.8296329

Exploiting the structure via sketched gradient algorithms

Autores: Junqi Tang, Mohammad Golbabaee, Mike Davies
Publicado en: 2017 IEEE Global Conference on Signal and Information Processing (GlobalSIP), 2017, Página(s) 1305-1309, ISBN 978-1-5090-5990-4
Editor: IEEE
DOI: 10.1109/globalsip.2017.8309172

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

Autores: Tang, Junqi; Golbabaee, Mohammad; Davies, Mike
Publicado en: Proceedings of the 34th International Conference on Machine Learning, Edición 70, 2017, Página(s) 3377--3386
Editor: PMLR

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

Autores: Iwona Sobieraj, Lucas Rencker, Mark D. Plumbley
Publicado en: 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2018, Página(s) 2436-2440, ISBN 978-1-5386-4658-8
Editor: IEEE
DOI: 10.1109/icassp.2018.8461293

Class-Adapted Blind Deblurring of Document Images

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

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

Autores: Nasser Eslahi, Alessandro Foi
Publicado en: 2018 IEEE 13th Image, Video, and Multidimensional Signal Processing Workshop (IVMSP), 2018, Página(s) 1-5, ISBN 978-1-5386-0951-4
Editor: IEEE
DOI: 10.1109/ivmspw.2018.8448455

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

Autores: Iwona Sobieraj, Qiuqiang Kong, Mark D. Plumbley
Publicado en: 2017 25th European Signal Processing Conference (EUSIPCO), 2017, Página(s) 1769-1773, ISBN 978-0-9928626-7-1
Editor: IEEE
DOI: 10.23919/eusipco.2017.8081513

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

Autores: Christos Chatzichristos, Eleftherios Kofidis, Sergios Theodoridis
Publicado en: 2017 25th European Signal Processing Conference (EUSIPCO), 2017, Página(s) 2081-2085, ISBN 978-0-9928626-7-1
Editor: IEEE
DOI: 10.23919/eusipco.2017.8081576

Fusion of EEG and fMRI via Soft Coupled Tensor Decompositions

Autores: Christos Chatzichristos, Mike Davies, Javier Escudero, Eleftherios Kofidis, Sergios Theodoridis
Publicado en: 2018 26th European Signal Processing Conference (EUSIPCO), 2018, Página(s) 56-60, ISBN 978-9-0827-9701-5
Editor: IEEE
DOI: 10.23919/eusipco.2018.8553077

Anomaly detection in the dynamics of web and social networks

Autores: Volodymyr Miz, Benjamin Ricaud, Kirell Benzi, Pierre Vandergheynst
Publicado en: Proceedings of the Web Conference 2019, 2019
Editor: ACM
DOI: 10.475/123_4

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

Autores: Shpakova, Tatiana and Bach, Francis and Osokin, Anton
Publicado en: Proceedings of the Thirty-Fourth Conference in Uncertainty in Artificial Intelligence, 2018, Página(s) pp. 279-289, ISBN 978-0-9966431-3-9
Editor: AUAI Press Corvallis, Oregon

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

Autores: Joshin P. Krishnan, José M. Bioucas-Dias
Publicado en: British Machine Vision Conference, 2017
Editor: British Machine Vision Association Press

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

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

Fast Iterative Shrinkage for Signal Declipping and Dequantization

Autores: Rencker, Lucas, Bach, Francis, Wang, Wenwu and Plumbley, Mark D.
Publicado en: iTWIST’18 - International Traveling Workshop on Interactions between low-complexity data models and Sensing Techniques, 2018
Editor: CIRM

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

Autores: J. Abesser, S.I. Mimilakis, R Graefe and H Lukashevich
Publicado en: Proceedings of the Detection and Classification of Acoustic Scenes and Events 2017 Workshop (DCASE2016), 2017
Editor: Tampere University of Technology

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

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

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

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

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

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

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

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

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

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

Autores: N. Andreadis, C. Chatzichristos, M. Morante, P. Toulas
Publicado en: Proceedings of the Panhellenic Radiology conference, 2018
Editor: Panhellenice radiology association

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

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

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

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

MRSI Brain Temperature Mapping Using Machine Learning

Autores: 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
Publicado en: Proceedings of the 26th Joint Annual Meeting ISMRM-ESMRMB 2018, 2018
Editor: International Society of Magnetic Resonance in Medicine (ISMRM)

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

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

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

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

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

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

A greedy algorithm with learned statistics for sparse signal reconstruction

Autores: Lucas Rencker, Wenwu Wang, Mark D. Plumbley
Publicado en: 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2017, Página(s) 4775-4779, ISBN 978-1-5090-4117-6
Editor: IEEE
DOI: 10.1109/icassp.2017.7953063

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

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

Spectral denoising for MR Spectroscopic Imaging using Non-Local Means

Autores: Dhritiman Das, Eduardo Coello, Rolf. F Schulte, Bjoern H Menze
Publicado en: ISMRM Workshop on MR Spectroscopy: From Current Best Practice to Latest Frontiers, 2016
Editor: 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

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

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

Autores: Kofidis, E.; Chatzichristos, C. & Almeida, A. L. F.
Publicado en: Workshop on Tensor Decompositions and Applications (TDA-2016), 2016
Editor: Self

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

Autores: Mimilakis, S. I.; Cano, E.; Abesser, J. & Schuller, G.
Publicado en: Audio Engineering Society Workshop on Intelligent Music Production 2nd, 2016
Editor: Audio Engineering Society

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

Autores: Sobieraj, Iwona & Plumbley, Mark D.
Publicado en: Proceedings of the Detection and Classification of Acoustic Scenes and Events 2016 Workshop (DCASE2016), 2016, Página(s) 90--94
Editor: Tampere University of Technology. Department of Signal Processing

Assisted dictionary learning for FMRI data analysis

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

Learning a Spatiotemporal Dictionary for Magnetic Resonance Fingerprinting with Compressed Sensing

Autores: Gomez, Pedro A.; Ulas, Cagdas; Sperl, Jonathan I.; Sprenger, Tim; Molina-Romero, Miguel; Menzel, Marion I. & Menze, Bjoern H.
Publicado en: Proceedings of MICCAI Workshop on Patch-based Techniques in Medical Imaging, 2015, Página(s) 112-119, ISBN 978-3-319-28194-0
Editor: 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

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

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

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

Robust Reconstruction of Accelerated Perfusion MRI Using Local and Nonlocal Constraints

Autores: Ulas, Cagdas; Gomez, Pedro A.; Krahmer, Felix; Sperl, Jonathan I.; Menzel, Marion I. & Menze, Bjoern H.
Publicado en: Proceedings of MICCAI Workshop on Reconstruction and Analysis of Moving Body Organs, 2016, Página(s) 37-47, ISBN 978-3-319-52280-7
Editor: 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

Autores: Benjamin, Arnold J. V.; Bano, Wahija; Marshall, Ian & Davies, Mike E.
Publicado en: Proceedings of the 22nd Annual Scientific Meeting of the British Chapter of the ISMRM, 2016
Editor: ISMRM

Higher-Order Block Term Decomposition for Spatially Folded fMRI Data

Autores: Chatzichristos, C.; Kofidis, E.; Kopsinis, Y.; Moreno, M. Morante & Theodoridis, S.
Publicado en: Int. Conf. on Latent Variable Analysis, and Signal Separation. (LVA ICA), 2017
Editor: 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

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

Parameter Learning for Log-supermodular Distributions

Autores: Shpakova, Tatiana; Bach, Francis
Publicado en: Advances in Neural Information Processing Systems, Edición 1, 2016
Editor: Curran Associates, Inc.

Automatic Best Take Detection for Electric Guitar and Vocal Studio Recordings

Autores: Bonsel, C.; Abesser, J.; Grollmisch, S. & Mimilakis, S. I.
Publicado en: Audio Engineering Society Workshop on Intelligent Music Production 2nd, 2016
Editor: Audio Engineering Society

3D Magnetic Resonance Fingerprinting with a Clustered Spatiotemporal Dictionary

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

Deep Neural Networks for Dynamic Range Compression in Mastering Applications

Autores: Mimilakis, S. I.; Drossos, K.; Virtanen, T. & Schuller, G.
Publicado en: Audio Engineering Society Convention 140, 2016
Editor: Audio Engineering Society

Nonlocality-Reinforced Convolutional Neural Networks for Image Denoising

Autores: Cristovao Cruz, Alessandro Foi, Vladimir Katkovnik, Karen Egiazarian
Publicado en: IEEE Signal Processing Letters, Edición 25/8, 2018, Página(s) 1216-1220, ISSN 1070-9908
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/LSP.2018.2850222

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

Autores: Cristovao Cruz, Rakesh Mehta, Vladimir Katkovnik, Karen O. Egiazarian
Publicado en: IEEE Transactions on Image Processing, Edición 27/3, 2018, Página(s) 1376-1389, ISSN 1057-7149
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TIP.2017.2779265

Slice inverse regression with score functions

Autores: Dmitry Babichev, Francis Bach
Publicado en: Electronic Journal of Statistics, Edición 12/1, 2018, Página(s) 1507-1543, ISSN 1935-7524
Editor: Institute of Mathematical Statistics
DOI: 10.1214/18-EJS1428

Blind fMRI source unmixing via higher-order tensor decompositions

Autores: Christos Chatzichristos, Eleftherios Kofidis, Manuel Morante, Sergios Theodoridis
Publicado en: Journal of Neuroscience Methods, Edición 315, 2019, Página(s) 17-47, ISSN 0165-0270
Editor: 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

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

Dictionary Learning Phase Retrieval from Noisy Diffraction Patterns

Autores: Joshin Krishnan, José Bioucas-Dias, Vladimir Katkovnik
Publicado en: Sensors, Edición 18/11, 2018, Página(s) 4006, ISSN 1424-8220
Editor: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s18114006

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

Autores: Jiayang Wang, Gen Li, Lucas Rencker, Wenwu Wang, Yuantao Gu
Publicado en: IEEE Signal Processing Letters, Edición 25/6, 2018, Página(s) 828-832, ISSN 1070-9908
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/lsp.2018.2816573

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

Autores: Berkay Kanberoglu, Dhritiman Das, Priya Nair, Pavan Turaga, David Frakes
Publicado en: International Journal of Biomedical Imaging, Edición 2019, 2019, Página(s) 1-14, ISSN 1687-4188
Editor: Hindawi Publishing Corporation
DOI: 10.1155/2019/9435163

An Overview of Lead and Accompaniment Separation in Music

Autores: Zafar Rafii, Antoine Liutkus, Fabian-Robert Stoter, Stylianos Ioannis Mimilakis, Derry FitzGerald, Bryan Pardo
Publicado en: IEEE/ACM Transactions on Audio, Speech, and Language Processing, Edición 26/8, 2018, Página(s) 1307-1335, ISSN 2329-9290
Editor: IEEE Advancing Technology for Humanity
DOI: 10.1109/taslp.2018.2825440

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

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

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

Autores: Tang , Junqi; Bach , Francis; Golbabaee , Mohammad; Davies , Mike ,
Publicado en: 2017
Editor: arXiv

Wikipedia graph mining: dynamic structure of collective memory

Autores: Miz, Volodymyr; Benzi, Kirell; Ricaud, Benjamin; Vandergheynst, Pierre
Publicado en: 2017
Editor: arXiv

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

Autores: Mimilakis, Stylianos Ioannis; Schuller, Gerald
Publicado en: 2017
Editor: arxiv

Structure-Adaptive Accelerated Coordinate Descent

Autores: Junqi Tang, Mohammad Golbabaee, Francis Bach, Mike Davies
Publicado en: 2018
Editor: hal

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

Autores: Youngjoo Seo, Manuel Morante, Yannis Kopsinis, Sergios Theodoridis
Publicado en: 2018
Editor: arXiv

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

Autores: Joshin P. Krishnan, Mário A. T. Figueiredo José M. Bioucas-Dias
Publicado en: 2018
Editor: arXiv

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