Oleg V. Michailovich

Publication Activity (10 Years)

Years Active: 2002-2020
Publications (10 Years): 32

Top Topics

Pectoral Muscle

Top Venues

Medical Imaging: Image Processing

Image Processing: Algorithms and Systems

Publications

Hossein Soleimani, Oleg V. Michailovich
On Segmentation of Pectoral Muscle in Digital Mammograms by Means of Deep Learning. IEEE Access 8 (2020)
Tomer Weiss, Sanketh Vedula, Ortal Senouf, Oleg V. Michailovich, Michael Zibulevsky, Alexander M. Bronstein
Joint Learning of Cartesian under Sampling Andre Construction for Accelerated MRI. ICASSP (2020)
Daniel Otero, Davide La Torre, Oleg V. Michailovich, Edward R. Vrscay
Optimization of Structural Similarity in Mathematical Imaging. CoRR (2020)
Tomer Weiss, Sanketh Vedula, Ortal Senouf, Oleg V. Michailovich, Alex M. Bronstein
Towards learned optimal q-space sampling in diffusion MRI. CoRR (2020)
Mohamad Hourani, Adrian Basarab, Oleg V. Michailovich, Giulia Matrone, Alessandro Ramalli, Denis Kouamé, Jean-Yves Tourneret
Blind Deconvolution of Fundamental and Harmonic Ultrasound Images. ISBI (2020)
Hossein Soleimani, Oleg V. Michailovich
Automatic Breast Tissue Segmentation in MRI Scans. SMC (2020)
Hossein Soleimani, Oleg V. Michailovich
On segmentation of pectoralis muscle in digital mammograms by means of deep learning. CoRR (2020)
Oleg V. Michailovich, Rinat Mukhometzianov
Towards a quantitative assessment of neurodegeneration in Alzheimer's disease. CoRR (2020)
Hossein Soleimani, Oleg V. Michailovich
2D X-Ray Mammogram and 3D Breast MRI Registration. MICCAI (6) (2020)
Ortal Senouf, Sanketh Vedula, Tomer Weiss, Alexander M. Bronstein, Oleg V. Michailovich, Michael Zibulevsky
Self-supervised learning of inverse problem solvers in medical imaging. CoRR (2019)
Ortal Senouf, Sanketh Vedula, Tomer Weiss, Alexander M. Bronstein, Oleg V. Michailovich, Michael Zibulevsky
Self-supervised Learning of Inverse Problem Solvers in Medical Imaging. DART/MIL3ID@MICCAI (2019)
Oleg V. Michailovich, Adrian Basarab, Denis Kouame
Iterative Reconstruction of Medical Ultrasound Images Using Spectrally Constrained Phase Updates. ISBI (2019)
Tomer Weiss, Sanketh Vedula, Ortal Senouf, Alexander M. Bronstein, Oleg V. Michailovich, Michael Zibulevsky
Learning Fast Magnetic Resonance Imaging. CoRR (2019)
Sanketh Vedula, Ortal Senouf, Grigoriy Zurakhov, Alexander M. Bronstein, Oleg V. Michailovich, Michael Zibulevsky
Learning beamforming in ultrasound imaging. MIDL (2019)
Hossein Soleimani, George Poothicottu Jacob, Oleg V. Michailovich
Fitting Smooth Manifolds to Point Clouds in a Level Set Formulation. ICIAR (1) (2019)
Tomer Weiss, Ortal Senouf, Sanketh Vedula, Oleg V. Michailovich, Michael Zibulevsky, Alexander M. Bronstein
PILOT: Physics-Informed Learned Optimal Trajectories for Accelerated MRI. CoRR (2019)
Hossein Soleimani, Jose Rincon, Oleg V. Michailovich
Segmentation of Breast MRI Scans in the Presence of Bias Fields. ICIAR (1) (2019)
Ortal Senouf, Sanketh Vedula, Grigoriy Zurakhov, Alexander M. Bronstein, Michael Zibulevsky, Oleg V. Michailovich, Dan Adam, David Blondheim
High frame-rate cardiac ultrasound imaging with deep learning. CoRR (2018)
Sanketh Vedula, Ortal Senouf, Grigoriy Zurakhov, Alexander M. Bronstein, Michael Zibulevsky, Oleg V. Michailovich, Dan Adam, Diana Gaitini
High Quality Ultrasonic Multi-line Transmission Through Deep Learning. MLMIR@MICCAI (2018)
Daniel Otero, Davide La Torre, Oleg V. Michailovich, Edward R. Vrscay
Alternate Direction Method of Multipliers for Unconstrained Structural Similarity-Based Optimization. ICIAR (2018)
Ortal Senouf, Sanketh Vedula, Grigoriy Zurakhov, Alexander M. Bronstein, Michael Zibulevsky, Oleg V. Michailovich, Dan Adam, David Blondheim
High Frame-Rate Cardiac Ultrasound Imaging with Deep Learning. MICCAI (1) (2018)
Sanketh Vedula, Ortal Senouf, Grigoriy Zurakhov, Alexander M. Bronstein, Oleg V. Michailovich, Michael Zibulevsky
Learning beamforming in ultrasound imaging. CoRR (2018)
Sanketh Vedula, Ortal Senouf, Grigoriy Zurakhov, Alexander M. Bronstein, Michael Zibulevsky, Oleg V. Michailovich, Dan Adam, Diana Gaitini
High quality ultrasonic multi-line transmission through deep learning. CoRR (2018)
Daniel Otero, Davide La Torre, Oleg V. Michailovich, Edward R. Vrscay
On the theory of function-valued mappings and its application to the processing of hyperspectral images. Signal Process. 134 (2017)
Sanketh Vedula, Ortal Senouf, Alexander M. Bronstein, Oleg V. Michailovich, Michael Zibulevsky
Towards CT-quality Ultrasound Imaging using Deep Learning. CoRR (2017)
Syeda Maryam, Laura McCrackin, Mark Crowley, Yogesh Rathi, Oleg V. Michailovich
Application of probabilistically weighted graphs to image-based diagnosis of Alzheimer's disease using diffusion MRI. Medical Imaging: Computer-Aided Diagnosis (2017)
Oleg V. Michailovich
Robust extensions to guided image filtering. Image Processing: Algorithms and Systems (2016)
Lipeng Ning, Kawin Setsompop, Oleg V. Michailovich, Nikos Makris, Martha Elizabeth Shenton, Carl-Fredrik Westin, Yogesh Rathi
Corrigendum to "A joint compressed-sensing and super-resolution approach for very high-resolution diffusion imaging". NeuroImage 142 (2016)
Davide La Torre, Franklin Mendivil, Oleg V. Michailovich, Edward R. Vrscay
Total Variation Minimization for Measure-Valued Images with Diffusion Spectrum Imaging as Motivation. ICIAR (2016)
Lipeng Ning, Kawin Setsompop, Oleg V. Michailovich, Nikos Makris, Martha Elizabeth Shenton, Carl-Fredrik Westin, Yogesh Rathi
A joint compressed-sensing and super-resolution approach for very high-resolution diffusion imaging. NeuroImage 125 (2016)
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
Inter-site and inter-scanner diffusion MRI data harmonization. NeuroImage 135 (2016)
Oleg V. Michailovich
Image stitching by means of adaptive normalization. Image Processing: Algorithms and Systems (2016)
Mohammad Rostami, Oleg V. Michailovich, Zhou Wang
Surface Reconstruction in Gradient-Field Domain Using Compressed Sensing. IEEE Trans. Image Process. 24 (5) (2015)
Lipeng Ning, Kawin Setsompop, Oleg V. Michailovich, Nikos Makris, Carl-Fredrik Westin, Yogesh Rathi
A Compressed-Sensing Approach for Super-Resolution Reconstruction of Diffusion MRI. IPMI (2015)
Quan Zhou, Oleg V. Michailovich, Yogesh Rathi
Resolving complex fibre architecture by means of sparse spherical deconvolution in the presence of isotropic diffusion. Medical Imaging: Image Processing (2014)
Yogesh Rathi, Oleg V. Michailovich, Kawin Setsompop, Carl-Fredrik Westin
A dual spherical model for multi-shell diffusion imaging. Medical Imaging: Image Processing (2014)
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
Maximum Entropy Estimation of Glutamate and Glutamine in MR Spectroscopic Imaging. MICCAI (2) (2014)
Daniel Otero, Oleg V. Michailovich, Edward R. Vrscay
An Examination of Several Methods of Hyperspectral Image Denoising: Over Channels, Spectral Functions and Both Domains. ICIAR (1) (2014)
Oleg V. Michailovich, Yogesh Rathi
A generalized compressed sensing approach to high angular resolution diffusion imaging. ISBI (2014)
Quan Zhou, Oleg V. Michailovich, Yogesh Rathi
Spatially regularized reconstruction of fibre orientation distributions in the presence of isotropic diffusion. CoRR (2014)
Yogesh Rathi, Oleg V. Michailovich, Frederik B. Laun, Kawin Setsompop, Patricia Ellen Grant, Carl-Fredrik Westin
Multi-shell diffusion signal recovery from sparse measurements. Medical Image Anal. 18 (7) (2014)
Eric B. Lum, Oleg V. Michailovich
Image co-registration by minimizing cumulative distortion. CCECE (2014)
Sudipto Dolui, Iván C. Salgado Patarroyo, Oleg V. Michailovich
Generalized non-local means filtering for image denoising. Image Processing: Algorithms and Systems (2014)
Yogesh Rathi, Marc Niethammer, Frederik B. Laun, Kawin Setsompop, Oleg V. Michailovich, Patricia Ellen Grant, Carl-Fredrik Westin
Diffusion Propagator Estimation Using Radial Basis Functions. CDMRI/MMBC@MICCAI (2013)
Yogesh Rathi, Borjan A. Gagoski, Kawin Setsompop, Oleg V. Michailovich, Patricia Ellen Grant, Carl-Fredrik Westin
Diffusion Propagator Estimation from Sparse Measurements in a Tractography Framework. MICCAI (3) (2013)
Iván C. Salgado Patarroyo, Sudipto Dolui, Oleg V. Michailovich, Edward R. Vrscay
Reconstruction of HARDI Data Using a Split Bregman Optimization Approach. ICIAR (2013)
Sudipto Dolui, Alan Kuurstra, Iván C. Salgado Patarroyo, Oleg V. Michailovich
A new similarity measure for non-local means filtering of MRI images. J. Vis. Commun. Image Represent. 24 (7) (2013)
Mohammad Rostami, Oleg V. Michailovich, Zhou Wang
Gradient-based surface reconstruction using compressed sensing. ICIP (2012)
Sudipto Dolui, Alan Kuurstra, Oleg V. Michailovich
Rician compressed sensing for fast and stable signal reconstruction in diffusion MRI. Medical Imaging: Image Processing (2012)
Oleg V. Michailovich, Davide La Torre, Edward R. Vrscay
Function-Valued Mappings, Total Variation and Compressed Sensing for diffusion MRI. ICIAR (2) (2012)
Alan Kuurstra, Sudipto Dolui, Oleg V. Michailovich
HARDI denoising using nonlocal means on S2. Medical Imaging: Image Processing (2012)
Sudipto Dolui, Iván C. Salgado Patarroyo, Oleg V. Michailovich, Yogesh Rathi
Reconstruction of HARDI using compressed sensing and its application to contrast HARDI. MMBIA (2012)
Mohammad Rostami, Oleg V. Michailovich, Zhou Wang
Image Deblurring Using Derivative Compressed Sensing for Optical Imaging Application. IEEE Trans. Image Process. 21 (7) (2012)
Sudipto Dolui, Alan Kuurstra, Iván C. Salgado Patarroyo, Oleg V. Michailovich
A New Similarity Measure for Non-Local Means Filtering of MRI Images CoRR (2011)
Sudipto Dolui, Oleg V. Michailovich
Blind deconvolution of medical ultrasound images using variable splitting and proximal point methods. ISBI (2011)
Sudipto Dolui, Oleg V. Michailovich, Yogesh Rathi
Compressed sensing of diffusion MRI data using spatial regularization and positivity constraints. ISBI (2011)
Oleg V. Michailovich, Yogesh Rathi, Sudipto Dolui
Spatially Regularized Compressed Sensing for High Angular Resolution Diffusion Imaging. IEEE Trans. Medical Imaging 30 (5) (2011)
Elad Shaked, Sudipto Dolui, Oleg V. Michailovich
Regularized Richardson-Lucy algorithm for reconstruction of Poissonian medical images. ISBI (2011)
Oleg V. Michailovich
An Iterative Shrinkage Approach to Total-Variation Image Restoration. IEEE Trans. Image Process. 20 (5) (2011)
Sudipto Dolui, Oleg V. Michailovich
Hybrid blind deconvolution of images using variable splitting and proximal point methods. ICIP (2011)
Yogesh Rathi, Oleg V. Michailovich, Kawin Setsompop, Sylvain Bouix, Martha Elizabeth Shenton, Carl-Fredrik Westin
Sparse Multi-Shell Diffusion Imaging. MICCAI (2) (2011)
Elad Shaked, Oleg V. Michailovich
Iterative Shrinkage Approach to Restoration of Optical Imagery. IEEE Trans. Image Process. 20 (2) (2011)
Mohammad Rostami, Oleg V. Michailovich, Zhou Wang
Image Deblurring Using Derivative Compressed Sensing for Optical Imaging Application CoRR (2011)
Igor V. Solovey, Oleg V. Michailovich, Robert Sheng Xu
A probabilistic framework for ultrasound image decomposition. Medical Imaging: Image-Guided Procedures (2010)
Elad Shaked, Oleg V. Michailovich
Regularized Richardson-Lucy Algorithm for Sparse Reconstruction of Poissonian Images CoRR (2010)
Oleg V. Michailovich, Yogesh Rathi
Fast and Accurate Reconstruction of HARDI Data Using Compressed Sensing. MICCAI (1) (2010)
Oleg V. Michailovich, Yogesh Rathi
On Approximation of Orientation Distributions by Means of Spherical Ridgelets. IEEE Trans. Image Process. 19 (2) (2010)
James G. Malcolm, Oleg V. Michailovich, Sylvain Bouix, Carl-Fredrik Westin, Martha Elizabeth Shenton, Yogesh Rathi
A filtered approach to neural tractography using the Watson directional function. Medical Image Anal. 14 (1) (2010)
Elad Shaked, Oleg V. Michailovich
Deconvolution of poissonian images via iterative shrinkage. ISBI (2010)
Oleg V. Michailovich, Yogesh Rathi, Sudipto Dolui
Spatially regularized compressed sensing of diffusion MRI data CoRR (2010)
Oleg V. Michailovich, Yogesh Rathi
Spatially regularized q-ball imaging using spherical ridgelets. ISBI (2010)
Robert Sheng Xu, Oleg V. Michailovich, Magdy M. A. Salama
Image Segmentation Using Weak Shape Priors CoRR (2010)
Robert Sheng Xu, Oleg V. Michailovich, Igor Solovey, Magdy M. A. Salama
A probability tracking approach to segmentation of ultrasound prostate images using weak shape priors. Medical Imaging: Image Processing (2010)
Yogesh Rathi, James G. Malcolm, Oleg V. Michailovich, Jill M. Goldstein, Larry J. Seidman, Robert W. McCarley, Carl-Fredrik Westin, Martha Elizabeth Shenton
Biomarkers for Identifying First-Episode Schizophrenia Patients Using Diffusion Weighted Imaging. MICCAI (1) (2010)
Elad Shaked, Oleg V. Michailovich
Iterative Shrinkage Approach to Restoration of Optical Imagery CoRR (2009)
Yogesh Rathi, Oleg V. Michailovich, Martha Elizabeth Shenton, Sylvain Bouix
Directional functions for orientation distribution estimation. Medical Image Anal. 13 (3) (2009)
Robert Sheng Xu, Oleg V. Michailovich, Magdy M. A. Salama
Information tracking approach to segmentation of ultrasound imagery of prostate CoRR (2009)
Mahdi S. Hosseini, Oleg V. Michailovich
Derivative compressive sampling with application to phase unwrapping. EUSIPCO (2009)
Oleg V. Michailovich
An Iterative Shrinkage Approach to Total-Variation Image Restoration CoRR (2009)
Oleg V. Michailovich, Allen R. Tannenbaum
Segmentation of Tracking Sequences Using Dynamically Updated Adaptive Learning. IEEE Trans. Image Process. 17 (12) (2008)
Oleg V. Michailovich, Yogesh Rathi
On approximation of orientation distributions by means of spherical ridgelets. ISBI (2008)
Yogesh Rathi, Oleg V. Michailovich, Sylvain Bouix, Martha Elizabeth Shenton
Directional functions for orientation distribution estimation. ISBI (2008)
Oleg V. Michailovich, Allen R. Tannenbaum
On approximation of smooth functions from samples of partial derivatives with application to phase unwrapping. Signal Process. 88 (2) (2008)
Oleg V. Michailovich, Allen R. Tannenbaum
Dynamic Denoising of Tracking Sequences. IEEE Trans. Image Process. 17 (6) (2008)
Yogesh Rathi, Oleg V. Michailovich, Sylvain Bouix, Martha Elizabeth Shenton
Orientation distribution estimation for Q-ball imaging. CVPR Workshops (2008)
Oleg V. Michailovich, Allen R. Tannenbaum
Segmentation of Medical Ultrasound Images using Active Contours. ICIP (5) (2007)
Oleg V. Michailovich, Yogesh Rathi, Allen R. Tannenbaum
Image Segmentation Using Active Contours Driven by the Bhattacharyya Gradient Flow. IEEE Trans. Image Process. 16 (11) (2007)
Yogesh Rathi, Allen R. Tannenbaum, Oleg V. Michailovich
Segmenting Images on the Tensor Manifold. CVPR (2007)
Oleg V. Michailovich, Douglas Wiens
On Separation of Signal Sources Using Kernel Estimates of Probability Densities. ICA (2007)
Oleg V. Michailovich, Allen R. Tannenbaum
Blind Deconvolution of Medical Ultrasound Images: A Parametric Inverse Filtering Approach. IEEE Trans. Image Process. 16 (12) (2007)
Oleg V. Michailovich, Allen R. Tannenbaum
Deconvolution of medical ultrasound images via parametric inverse filtering. ISBI (2006)
Oleg V. Michailovich, Dan Adam
A novel approach to the 2-D blind deconvolution problem in medical ultrasound. IEEE Trans. Medical Imaging 24 (1) (2005)
Oleg V. Michailovich, Dan Adam
Phase unwrapping for 2-D blind deconvolution of ultrasound images. IEEE Trans. Medical Imaging 23 (1) (2004)
Oleg V. Michailovich, Dan Adam
Robust Estimation of Ultrasound Pulses Using Outlier-Resistant De-Noising. IEEE Trans. Medical Imaging 22 (3) (2003)
Oleg V. Michailovich, Dan Adam
Blind deconvolution of ultrasound images using partial spectral information and sparsity constraints. ISBI (2002)
Oleg V. Michailovich, Dan Adam
A High-Resolution Technique for Ultrasound Harmonic Imaging Using Sparse Representation in Gabor Frames. IEEE Trans. Medical Imaging 21 (11) (2002)
Dan Adam, Oleg V. Michailovich
Blind deconvolution of ultrasound sequences using nonparametric local polynomial estimates of the pulse. IEEE Trans. Biomed. Eng. 49 (2) (2002)