Oleg V. Michailovich

According to our database, Oleg V. Michailovich authored at least 87 papers between 2002 and 2020.

Collaborative distances:

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

2020

Towards a quantitative assessment of neurodegeneration in Alzheimer's disease.

Oleg V. Michailovich, Rinat Mukhometzianov

CoRR, 2020

Towards learned optimal q-space sampling in diffusion MRI.

Tomer Weiss, Sanketh Vedula, Ortal Senouf, Oleg V. Michailovich, Alex M. Bronstein

CoRR, 2020

On segmentation of pectoralis muscle in digital mammograms by means of deep learning.

Hossein Soleimani, Oleg V. Michailovich

CoRR, 2020

Optimization of Structural Similarity in Mathematical Imaging.

Daniel Otero, Davide La Torre, Oleg V. Michailovich, Edward R. Vrscay

CoRR, 2020

On Segmentation of Pectoral Muscle in Digital Mammograms by Means of Deep Learning.

Hossein Soleimani, Oleg V. Michailovich

IEEE Access, 2020

Automatic Breast Tissue Segmentation in MRI Scans.

Hossein Soleimani, Oleg V. Michailovich

Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

2D X-Ray Mammogram and 3D Breast MRI Registration.

Hossein Soleimani, Oleg V. Michailovich

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Blind Deconvolution of Fundamental and Harmonic Ultrasound Images.

Mohamad Hourani, Adrian Basarab, Oleg V. Michailovich, Giulia Matrone, Alessandro Ramalli, Denis Kouamé, Jean-Yves Tourneret

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

Joint Learning of Cartesian under Sampling Andre Construction for Accelerated MRI.

Tomer Weiss, Sanketh Vedula, Ortal Senouf, Oleg V. Michailovich, Michael Zibulevsky, Alexander M. Bronstein

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

PILOT: Physics-Informed Learned Optimal Trajectories for Accelerated MRI.

Tomer Weiss, Ortal Senouf, Sanketh Vedula, Oleg V. Michailovich, Michael Zibulevsky, Alexander M. Bronstein

CoRR, 2019

Learning Fast Magnetic Resonance Imaging.

Tomer Weiss, Sanketh Vedula, Ortal Senouf, Alexander M. Bronstein, Oleg V. Michailovich, Michael Zibulevsky

CoRR, 2019

Learning beamforming in ultrasound imaging.

Sanketh Vedula, Ortal Senouf, Grigoriy Zurakhov, Alexander M. Bronstein, Oleg V. Michailovich, Michael Zibulevsky

Proceedings of the International Conference on Medical Imaging with Deep Learning, 2019

Self-supervised Learning of Inverse Problem Solvers in Medical Imaging.

Ortal Senouf, Sanketh Vedula, Tomer Weiss, Alexander M. Bronstein, Oleg V. Michailovich, Michael Zibulevsky

Proceedings of the Domain Adaptation and Representation Transfer and Medical Image Learning with Less Labels and Imperfect Data, 2019

Iterative Reconstruction of Medical Ultrasound Images Using Spectrally Constrained Phase Updates.

Oleg V. Michailovich, Adrian Basarab, Denis Kouame

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Segmentation of Breast MRI Scans in the Presence of Bias Fields.

Hossein Soleimani, Jose Rincon, Oleg V. Michailovich

Proceedings of the Image Analysis and Recognition - 16th International Conference, 2019

Fitting Smooth Manifolds to Point Clouds in a Level Set Formulation.

Hossein Soleimani, George Poothicottu Jacob, Oleg V. Michailovich

Proceedings of the Image Analysis and Recognition - 16th International Conference, 2019

2018

High Quality Ultrasonic Multi-line Transmission Through Deep Learning.

Sanketh Vedula, Ortal Senouf, Grigoriy Zurakhov, Alexander M. Bronstein, Michael Zibulevsky, Oleg V. Michailovich, Dan Adam, Diana Gaitini

Proceedings of the Machine Learning for Medical Image Reconstruction, 2018

High Frame-Rate Cardiac Ultrasound Imaging with Deep Learning.

Ortal Senouf, Sanketh Vedula, Grigoriy Zurakhov, Alexander M. Bronstein, Michael Zibulevsky, Oleg V. Michailovich, Dan Adam, David Blondheim

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Alternate Direction Method of Multipliers for Unconstrained Structural Similarity-Based Optimization.

Daniel Otero, Davide La Torre, Oleg V. Michailovich, Edward R. Vrscay

Proceedings of the Image Analysis and Recognition - 15th International Conference, 2018

2017

On the theory of function-valued mappings and its application to the processing of hyperspectral images.

Daniel Otero, Davide La Torre, Oleg V. Michailovich, Edward R. Vrscay

Signal Process., 2017

Towards CT-quality Ultrasound Imaging using Deep Learning.

Sanketh Vedula, Ortal Senouf, Alexander M. Bronstein, Oleg V. Michailovich, Michael Zibulevsky

CoRR, 2017

Application of probabilistically weighted graphs to image-based diagnosis of Alzheimer's disease using diffusion MRI.

Syeda Maryam, Laura McCrackin, Mark Crowley, Yogesh Rathi, Oleg V. Michailovich

Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017

2016

Corrigendum to "A joint compressed-sensing and super-resolution approach for very high-resolution diffusion imaging".

Lipeng Ning, Kawin Setsompop, Oleg V. Michailovich, Nikos Makris, Martha Elizabeth Shenton, Carl-Fredrik Westin, Yogesh Rathi

NeuroImage, 2016

A joint compressed-sensing and super-resolution approach for very high-resolution diffusion imaging.

Lipeng Ning, Kawin Setsompop, Oleg V. Michailovich, Nikos Makris, Martha Elizabeth Shenton, Carl-Fredrik Westin, Yogesh Rathi

NeuroImage, 2016

Inter-site and inter-scanner diffusion MRI data harmonization.

Hengameh Mirzaalian, Lipeng Ning, Peter Savadjiev, Ofer Pasternak, Sylvain Bouix, Oleg V. Michailovich, Gerald Grant, Christine E. Marx, Rajendra A. Morey, Laura A. Flashman, Marie St. George, Thomas W. McAllister, Norberto Andaluz, Lori Shutter, Raul Coimbra, Ross D. Zafonte, Michael J. Coleman, Marek Kubicki, Carl-Fredrik Westin, Murray B. Stein, Martha Elizabeth Shenton, Yogesh Rathi

NeuroImage, 2016

Robust extensions to guided image filtering.

Oleg V. Michailovich

Proceedings of the Image Processing: Algorithms and Systems XIV, 2016

Image stitching by means of adaptive normalization.

Oleg V. Michailovich

Proceedings of the Image Processing: Algorithms and Systems XIV, 2016

Total Variation Minimization for Measure-Valued Images with Diffusion Spectrum Imaging as Motivation.

Davide La Torre, Franklin Mendivil, Oleg V. Michailovich, Edward R. Vrscay

Proceedings of the Image Analysis and Recognition - 13th International Conference, 2016

2015

Surface Reconstruction in Gradient-Field Domain Using Compressed Sensing.

Mohammad Rostami, Oleg V. Michailovich, Zhou Wang

IEEE Trans. Image Process., 2015

A Compressed-Sensing Approach for Super-Resolution Reconstruction of Diffusion MRI.

Lipeng Ning, Kawin Setsompop, Oleg V. Michailovich, Nikos Makris, Carl-Fredrik Westin, Yogesh Rathi

Proceedings of the Information Processing in Medical Imaging, 2015

2014

Multi-shell diffusion signal recovery from sparse measurements.

Yogesh Rathi, Oleg V. Michailovich, Frederik B. Laun, Kawin Setsompop, Patricia Ellen Grant, Carl-Fredrik Westin

Medical Image Anal., 2014

Spatially regularized reconstruction of fibre orientation distributions in the presence of isotropic diffusion.

Quan Zhou, Oleg V. Michailovich, Yogesh Rathi

CoRR, 2014

Resolving complex fibre architecture by means of sparse spherical deconvolution in the presence of isotropic diffusion.

Quan Zhou, Oleg V. Michailovich, Yogesh Rathi

Proceedings of the Medical Imaging 2014: Image Processing, 2014

A dual spherical model for multi-shell diffusion imaging.

Yogesh Rathi, Oleg V. Michailovich, Kawin Setsompop, Carl-Fredrik Westin

Proceedings of the Medical Imaging 2014: Image Processing, 2014

Maximum Entropy Estimation of Glutamate and Glutamine in MR Spectroscopic Imaging.

Yogesh Rathi, Lipeng Ning, Oleg V. Michailovich, HuiJun Liao, Borjan A. Gagoski, Patricia Ellen Grant, Martha Elizabeth Shenton, Robert Stern, Carl-Fredrik Westin, Alexander P. Lin

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

A generalized compressed sensing approach to high angular resolution diffusion imaging.

Oleg V. Michailovich, Yogesh Rathi

Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Generalized non-local means filtering for image denoising.

Sudipto Dolui, Iván C. Salgado Patarroyo, Oleg V. Michailovich

Proceedings of the Image Processing: Algorithms and Systems XII, 2014

An Examination of Several Methods of Hyperspectral Image Denoising: Over Channels, Spectral Functions and Both Domains.

Daniel Otero, Oleg V. Michailovich, Edward R. Vrscay

Proceedings of the Image Analysis and Recognition - 11th International Conference, 2014

Image co-registration by minimizing cumulative distortion.

Eric B. Lum, Oleg V. Michailovich

Proceedings of the IEEE 27th Canadian Conference on Electrical and Computer Engineering, 2014

2013

A new similarity measure for non-local means filtering of MRI images.

Sudipto Dolui, Alan Kuurstra, Iván C. Salgado Patarroyo, Oleg V. Michailovich

J. Vis. Commun. Image Represent., 2013

Diffusion Propagator Estimation Using Radial Basis Functions.

Yogesh Rathi, Marc Niethammer, Frederik B. Laun, Kawin Setsompop, Oleg V. Michailovich, Patricia Ellen Grant, Carl-Fredrik Westin

Proceedings of the Computational Diffusion MRI and Brain Connectivity, 2013

Diffusion Propagator Estimation from Sparse Measurements in a Tractography Framework.

Yogesh Rathi, Borjan A. Gagoski, Kawin Setsompop, Oleg V. Michailovich, Patricia Ellen Grant, Carl-Fredrik Westin

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Reconstruction of HARDI Data Using a Split Bregman Optimization Approach.

Iván C. Salgado Patarroyo, Sudipto Dolui, Oleg V. Michailovich, Edward R. Vrscay

Proceedings of the Image Analysis and Recognition - 10th International Conference, 2013

2012

Image Deblurring Using Derivative Compressed Sensing for Optical Imaging Application.

Mohammad Rostami, Oleg V. Michailovich, Zhou Wang

IEEE Trans. Image Process., 2012

Reconstruction of HARDI using compressed sensing and its application to contrast HARDI.

Sudipto Dolui, Iván C. Salgado Patarroyo, Oleg V. Michailovich, Yogesh Rathi

Proceedings of the 2012 IEEE Workshop on Mathematical Methods in Biomedical Image Analysis, 2012

HARDI denoising using nonlocal means on S2.

Alan Kuurstra, Sudipto Dolui, Oleg V. Michailovich

Proceedings of the Medical Imaging 2012: Image Processing, 2012

Rician compressed sensing for fast and stable signal reconstruction in diffusion MRI.

Sudipto Dolui, Alan Kuurstra, Oleg V. Michailovich

Proceedings of the Medical Imaging 2012: Image Processing, 2012

Gradient-based surface reconstruction using compressed sensing.

Mohammad Rostami, Oleg V. Michailovich, Zhou Wang

Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Function-Valued Mappings, Total Variation and Compressed Sensing for diffusion MRI.

Oleg V. Michailovich, Davide La Torre, Edward R. Vrscay

Proceedings of the Image Analysis and Recognition - 9th International Conference, 2012

2011

Spatially Regularized Compressed Sensing for High Angular Resolution Diffusion Imaging.

Oleg V. Michailovich, Yogesh Rathi, Sudipto Dolui

IEEE Trans. Medical Imaging, 2011

Iterative Shrinkage Approach to Restoration of Optical Imagery.

Elad Shaked, Oleg V. Michailovich

IEEE Trans. Image Process., 2011

An Iterative Shrinkage Approach to Total-Variation Image Restoration.

Oleg V. Michailovich

IEEE Trans. Image Process., 2011

Sparse Multi-Shell Diffusion Imaging.

Yogesh Rathi, Oleg V. Michailovich, Kawin Setsompop, Sylvain Bouix, Martha Elizabeth Shenton, Carl-Fredrik Westin

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Regularized Richardson-Lucy algorithm for reconstruction of Poissonian medical images.

Elad Shaked, Sudipto Dolui, Oleg V. Michailovich

Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Compressed sensing of diffusion MRI data using spatial regularization and positivity constraints.

Sudipto Dolui, Oleg V. Michailovich, Yogesh Rathi

Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Blind deconvolution of medical ultrasound images using variable splitting and proximal point methods.

Sudipto Dolui, Oleg V. Michailovich

Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Hybrid blind deconvolution of images using variable splitting and proximal point methods.

Sudipto Dolui, Oleg V. Michailovich

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

2010

On Approximation of Orientation Distributions by Means of Spherical Ridgelets.

Oleg V. Michailovich, Yogesh Rathi

IEEE Trans. Image Process., 2010

A filtered approach to neural tractography using the Watson directional function.

James G. Malcolm, Oleg V. Michailovich, Sylvain Bouix, Carl-Fredrik Westin, Martha Elizabeth Shenton, Yogesh Rathi

Medical Image Anal., 2010

Spatially regularized compressed sensing of diffusion MRI data

Oleg V. Michailovich, Yogesh Rathi, Sudipto Dolui

CoRR, 2010

Image Segmentation Using Weak Shape Priors

Robert Sheng Xu, Oleg V. Michailovich, Magdy M. A. Salama

CoRR, 2010

Regularized Richardson-Lucy Algorithm for Sparse Reconstruction of Poissonian Images

Elad Shaked, Oleg V. Michailovich

CoRR, 2010

A probability tracking approach to segmentation of ultrasound prostate images using weak shape priors.

Robert Sheng Xu, Oleg V. Michailovich, Igor Solovey, Magdy M. A. Salama

Proceedings of the Medical Imaging 2010: Image Processing, 2010

A probabilistic framework for ultrasound image decomposition.

Igor V. Solovey, Oleg V. Michailovich, Robert Sheng Xu

Proceedings of the Medical Imaging 2010: Visualization, 2010

Biomarkers for Identifying First-Episode Schizophrenia Patients Using Diffusion Weighted Imaging.

Yogesh Rathi, James G. Malcolm, Oleg V. Michailovich, Jill M. Goldstein, Larry J. Seidman, Robert W. McCarley, Carl-Fredrik Westin, Martha Elizabeth Shenton

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

Fast and Accurate Reconstruction of HARDI Data Using Compressed Sensing.

Oleg V. Michailovich, Yogesh Rathi

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

Deconvolution of poissonian images via iterative shrinkage.

Elad Shaked, Oleg V. Michailovich

Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

Spatially regularized q-ball imaging using spherical ridgelets.

Oleg V. Michailovich, Yogesh Rathi

Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

2009

Directional functions for orientation distribution estimation.

Yogesh Rathi, Oleg V. Michailovich, Martha Elizabeth Shenton, Sylvain Bouix

Medical Image Anal., 2009

Information tracking approach to segmentation of ultrasound imagery of prostate

Robert Sheng Xu, Oleg V. Michailovich, Magdy M. A. Salama

CoRR, 2009

Derivative compressive sampling with application to phase unwrapping.

Mahdi S. Hosseini, Oleg V. Michailovich

Proceedings of the 17th European Signal Processing Conference, 2009

2008

Segmentation of Tracking Sequences Using Dynamically Updated Adaptive Learning.

Oleg V. Michailovich, Allen R. Tannenbaum

IEEE Trans. Image Process., 2008

Dynamic Denoising of Tracking Sequences.

Oleg V. Michailovich, Allen R. Tannenbaum

IEEE Trans. Image Process., 2008

On approximation of smooth functions from samples of partial derivatives with application to phase unwrapping.

Oleg V. Michailovich, Allen R. Tannenbaum

Signal Process., 2008

Orientation distribution estimation for Q-ball imaging.

Yogesh Rathi, Oleg V. Michailovich, Sylvain Bouix, Martha Elizabeth Shenton

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008

2007

Blind Deconvolution of Medical Ultrasound Images: A Parametric Inverse Filtering Approach.

Oleg V. Michailovich, Allen R. Tannenbaum

IEEE Trans. Image Process., 2007

Image Segmentation Using Active Contours Driven by the Bhattacharyya Gradient Flow.

Oleg V. Michailovich, Yogesh Rathi, Allen R. Tannenbaum

IEEE Trans. Image Process., 2007

Segmentation of Medical Ultrasound Images using Active Contours.

Oleg V. Michailovich, Allen R. Tannenbaum

Proceedings of the International Conference on Image Processing, 2007

On Separation of Signal Sources Using Kernel Estimates of Probability Densities.

Oleg V. Michailovich, Douglas Wiens

Proceedings of the Independent Component Analysis and Signal Separation, 2007

Segmenting Images on the Tensor Manifold.

Yogesh Rathi, Allen R. Tannenbaum, Oleg V. Michailovich

Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006

Deconvolution of medical ultrasound images via parametric inverse filtering.

Oleg V. Michailovich, Allen R. Tannenbaum

Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006

2005

A novel approach to the 2-D blind deconvolution problem in medical ultrasound.

Oleg V. Michailovich, Dan Adam

IEEE Trans. Medical Imaging, 2005

2004

Phase unwrapping for 2-D blind deconvolution of ultrasound images.

Oleg V. Michailovich, Dan Adam

IEEE Trans. Medical Imaging, 2004

2003

Robust Estimation of Ultrasound Pulses Using Outlier-Resistant De-Noising.

Oleg V. Michailovich, Dan Adam

IEEE Trans. Medical Imaging, 2003

2002

A High-Resolution Technique for Ultrasound Harmonic Imaging Using Sparse Representation in Gabor Frames.

Oleg V. Michailovich, Dan Adam

IEEE Trans. Medical Imaging, 2002

Blind deconvolution of ultrasound sequences using nonparametric local polynomial estimates of the pulse.

Dan Adam, Oleg V. Michailovich

IEEE Trans. Biomed. Eng., 2002

Blind deconvolution of ultrasound images using partial spectral information and sparsity constraints.

Oleg V. Michailovich, Dan Adam

Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002