Boris Mailhé

According to our database, Boris Mailhé authored at least 23 papers between 2004 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Tuning-free multi-coil compressed sensing MRI with Parallel Variable Density Approximate Message Passing (P-VDAMP).

Charles Millard, Mark Chiew, Jared Tanner, Aaron T. Hess, Boris Mailhé

CoRR, 2022

2020

Automated detection and quantification of COVID-19 airspace disease on chest radiographs: A novel approach achieving radiologist-level performance using a CNN trained on digital reconstructed radiographs (DRRs) from CT-based ground-truth.

Eduardo Jose Mortani Barbosa Jr., Warren B. Gefter, Rochelle Yang, Florin C. Ghesu, Siqi Liu, Boris Mailhé, Awais Mansoor, Sasa Grbic, Sebastian Piat, Guillaume Chabin, R. S. Vishwanath, Abishek Balachandran, Sebastian Vogt, Valentin Ziebandt, Steffen Kappler, Dorin Comaniciu

CoRR, 2020

Approximate Message Passing with a Colored Aliasing Model for Variable Density Fourier Sampled Images.

Charles Millard, Aaron T. Hess, Boris Mailhé, Jared Tanner

CoRR, 2020

Braided Networks for Scan-Aware MRI Brain Tissue Segmentation.

Mahmoud Mostapha, Boris Mailhé, Xiao Chen, Pascal Ceccaldi, Youngjin Yoo, Mariappan S. Nadar

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

An Approximate Message Passing Algorithm For Rapid Parameter-Free Compressed Sensing MRI.

Charles Millard, Aaron T. Hess, Boris Mailhé, Jared Tanner

Proceedings of the IEEE International Conference on Image Processing, 2020

2019

Learning a Probabilistic Model for Diffeomorphic Registration.

Julian Krebs, Hervé Delingette, Boris Mailhé, Nicholas Ayache, Tommaso Mansi

IEEE Trans. Medical Imaging, 2019

2018

Learning Structured Deformations using Diffeomorphic Registration.

Julian Krebs, Tommaso Mansi, Boris Mailhé, Nicholas Ayache, Hervé Delingette

CoRR, 2018

Unsupervised Probabilistic Deformation Modeling for Robust Diffeomorphic Registration.

Julian Krebs, Tommaso Mansi, Boris Mailhé, Nicholas Ayache, Hervé Delingette

Proceedings of the Deep Learning in Medical Image Analysis - and - Multimodal Learning for Clinical Decision Support, 2018

2017

Noise reduction in low-dose ct using a 3D multiscale sparse denoising autoencoder.

Katrin Mentl, Boris Mailhé, Florin C. Ghesu, Frank Schebesch, Tino Haderlein, Andreas K. Maier, Mariappan S. Nadar

Proceedings of the 27th IEEE International Workshop on Machine Learning for Signal Processing, 2017

2016

Learning a multiscale patch-based representation for image denoising in X-RAY fluoroscopy.

Yevgen Matviychuk, Boris Mailhé, Xiao Chen, Qiu Wang, Atilla P. Kiraly, Norbert Strobel, Mariappan S. Nadar

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

2013

On Theorem 10 in "On Polar Polytopes and the Recovery of Sparse Representations" [Sep 07 3188-3195].

Bob L. Sturm, Boris Mailhé, Mark D. Plumbley

IEEE Trans. Inf. Theory, 2013

Behavior of greedy sparse representation algorithms on nested supports.

Boris Mailhé, Bob L. Sturm, Mark D. Plumbley

Proceedings of the IEEE International Conference on Acoustics, 2013

Dictionary learning via projected maximal exploration.

Boris Mailhé, Mark D. Plumbley

Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

2012

INK-SVD: Learning incoherent dictionaries for sparse representations.

Boris Mailhé, Daniele Barchiesi, Mark D. Plumbley

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Dictionary Learning with Large Step Gradient Descent for Sparse Representations.

Boris Mailhé, Mark D. Plumbley

Proceedings of the Latent Variable Analysis and Signal Separation, 2012

2011

Fast orthogonal sparse approximation algorithms over local dictionaries.

Boris Mailhé, Rémi Gribonval, Pierre Vandergheynst, Frédéric Bimbot

Signal Process., 2011

2009

A low complexity Orthogonal Matching Pursuit for sparse signal approximation with shift-invariant dictionaries.

Boris Mailhé, Rémi Gribonval, Frédéric Bimbot, Pierre Vandergheynst

Proceedings of the IEEE International Conference on Acoustics, 2009

Dictionary learning for the sparse modelling of atrial fibrillation in ECG signals.

Boris Mailhé, Rémi Gribonval, Frédéric Bimbot, Mathieu Lemay, Pierre Vandergheynst, Jean-Marc Vesin

Proceedings of the IEEE International Conference on Acoustics, 2009

2008

Shift-invariant dictionary learning for sparse representations: Extending K-SVD.

Boris Mailhé, Sylvain Lesage, Rémi Gribonval, Frédéric Bimbot, Pierre Vandergheynst

Proceedings of the 2008 16th European Signal Processing Conference, 2008

2007

Learning Multimodal Dictionaries.

Gianluca Monaci, Philippe Jost, Pierre Vandergheynst, Boris Mailhé, Sylvain Lesage, Rémi Gribonval

IEEE Trans. Image Process., 2007

Average Case Analysis of Multichannel Thresholding.

Rémi Gribonval, Boris Mailhé, Holger Rauhut, Karin Schnass, Pierre Vandergheynst

Proceedings of the IEEE International Conference on Acoustics, 2007

2006

Learning Multi-modal Dictionaries: Application to Audiovisual Data.

Gianluca Monaci, Philippe Jost, Pierre Vandergheynst, Boris Mailhé, Sylvain Lesage, Rémi Gribonval

Proceedings of the Multimedia Content Representation, 2006

2004

Updating of a Possibilistic Knowledge Base by Crisp or Fuzzy Transition Rules.

Boris Mailhé, Henri Prade

Proceedings of the Principles of Knowledge Representation and Reasoning: Proceedings of the Ninth International Conference (KR2004), 2004