Boris Mailhé

Publication Activity (10 Years)

Years Active: 2004-2022
Publications (10 Years): 12

Top Topics

Compressed Sensing

Diffeomorphic Registration

Top Venues

IEEE Trans. Inf. Theory

Publications

Charles Millard, Mark Chiew, Jared Tanner, Aaron T. Hess, Boris Mailhé
Tuning-free multi-coil compressed sensing MRI with Parallel Variable Density Approximate Message Passing (P-VDAMP). CoRR (2022)
Charles Millard, Aaron T. Hess, Boris Mailhé, Jared Tanner
Approximate Message Passing with a Colored Aliasing Model for Variable Density Fourier Sampled Images. CoRR (2020)
Charles Millard, Aaron T. Hess, Boris Mailhé, Jared Tanner
An Approximate Message Passing Algorithm For Rapid Parameter-Free Compressed Sensing MRI. ICIP (2020)
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
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. CoRR (2020)
Mahmoud Mostapha, Boris Mailhé, Xiao Chen, Pascal Ceccaldi, Youngjin Yoo, Mariappan S. Nadar
Braided Networks for Scan-Aware MRI Brain Tissue Segmentation. ISBI (2020)
Charles Millard, Aaron T. Hess, Boris Mailhé, Jared Tanner
An Approximate Message Passing Algorithm for Rapid Parameter-Free Compressed Sensing MRI. CoRR (2019)
Julian Krebs, Hervé Delingette, Boris Mailhé, Nicholas Ayache, Tommaso Mansi
Learning a Probabilistic Model for Diffeomorphic Registration. IEEE Trans. Medical Imaging 38 (9) (2019)
Julian Krebs, Hervé Delingette, Boris Mailhé, Nicholas Ayache, Tommaso Mansi
Learning a Probabilistic Model for Diffeomorphic Registration. CoRR (2018)
Julian Krebs, Tommaso Mansi, Boris Mailhé, Nicholas Ayache, Hervé Delingette
Unsupervised Probabilistic Deformation Modeling for Robust Diffeomorphic Registration. DLMIA/ML-CDS@MICCAI (2018)
Julian Krebs, Tommaso Mansi, Boris Mailhé, Nicholas Ayache, Hervé Delingette
Learning Structured Deformations using Diffeomorphic Registration. CoRR (2018)
Katrin Mentl, Boris Mailhé, Florin C. Ghesu, Frank Schebesch, Tino Haderlein, Andreas K. Maier, Mariappan S. Nadar
Noise reduction in low-dose ct using a 3D multiscale sparse denoising autoencoder. MLSP (2017)
Yevgen Matviychuk, Boris Mailhé, Xiao Chen, Qiu Wang, Atilla P. Kiraly, Norbert Strobel, Mariappan S. Nadar
Learning a multiscale patch-based representation for image denoising in X-RAY fluoroscopy. ICIP (2016)
Bob L. Sturm, Boris Mailhé, Mark D. Plumbley
On Theorem 10 in "On Polar Polytopes and the Recovery of Sparse Representations" [Sep 07 3188-3195]. IEEE Trans. Inf. Theory 59 (8) (2013)
Boris Mailhé, Mark D. Plumbley
Dictionary learning via projected maximal exploration. GlobalSIP (2013)
Boris Mailhé, Bob L. Sturm, Mark D. Plumbley
Behavior of greedy sparse representation algorithms on nested supports. ICASSP (2013)
Boris Mailhé, Mark D. Plumbley
Dictionary Learning with Large Step Gradient Descent for Sparse Representations. LVA/ICA (2012)
Boris Mailhé, Daniele Barchiesi, Mark D. Plumbley
INK-SVD: Learning incoherent dictionaries for sparse representations. ICASSP (2012)
Boris Mailhé, Rémi Gribonval, Pierre Vandergheynst, Frédéric Bimbot
Fast orthogonal sparse approximation algorithms over local dictionaries. Signal Process. 91 (12) (2011)
Boris Mailhé, Rémi Gribonval, Frédéric Bimbot, Pierre Vandergheynst
A low complexity Orthogonal Matching Pursuit for sparse signal approximation with shift-invariant dictionaries. ICASSP (2009)
Boris Mailhé, Rémi Gribonval, Frédéric Bimbot, Mathieu Lemay, Pierre Vandergheynst, Jean-Marc Vesin
Dictionary learning for the sparse modelling of atrial fibrillation in ECG signals. ICASSP (2009)
Boris Mailhé, Sylvain Lesage, Rémi Gribonval, Frédéric Bimbot, Pierre Vandergheynst
Shift-invariant dictionary learning for sparse representations: Extending K-SVD. EUSIPCO (2008)
Rémi Gribonval, Boris Mailhé, Holger Rauhut, Karin Schnass, Pierre Vandergheynst
Average Case Analysis of Multichannel Thresholding. ICASSP (2) (2007)
Gianluca Monaci, Philippe Jost, Pierre Vandergheynst, Boris Mailhé, Sylvain Lesage, Rémi Gribonval
Learning Multimodal Dictionaries. IEEE Trans. Image Process. 16 (9) (2007)
Gianluca Monaci, Philippe Jost, Pierre Vandergheynst, Boris Mailhé, Sylvain Lesage, Rémi Gribonval
Learning Multi-modal Dictionaries: Application to Audiovisual Data. MRCS (2006)
Boris Mailhé, Henri Prade
Updating of a Possibilistic Knowledge Base by Crisp or Fuzzy Transition Rules. KR (2004)