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Oleg V. Michailovich
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- affiliation: University of Waterloo, Canada
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2020 – today
- 2020
- [j25]Hossein Soleimani
, Oleg V. Michailovich:
On Segmentation of Pectoral Muscle in Digital Mammograms by Means of Deep Learning. IEEE Access 8: 204173-204182 (2020) - [c52]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: 8653-8657 - [c51]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: 854-857 - [c50]Hossein Soleimani, Oleg V. Michailovich:
2D X-Ray Mammogram and 3D Breast MRI Registration. MICCAI (6) 2020: 150-159 - [c49]Hossein Soleimani, Oleg V. Michailovich:
Automatic Breast Tissue Segmentation in MRI Scans. SMC 2020: 1572-1577 - [i20]Daniel Otero, Davide La Torre, Oleg V. Michailovich, Edward R. Vrscay:
Optimization of Structural Similarity in Mathematical Imaging. CoRR abs/2002.02657 (2020) - [i19]Hossein Soleimani, Oleg V. Michailovich:
On segmentation of pectoralis muscle in digital mammograms by means of deep learning. CoRR abs/2008.12904 (2020) - [i18]Tomer Weiss, Sanketh Vedula, Ortal Senouf, Oleg V. Michailovich, Alex M. Bronstein:
Towards learned optimal q-space sampling in diffusion MRI. CoRR abs/2009.03008 (2020) - [i17]Oleg V. Michailovich, Rinat Mukhometzianov:
Towards a quantitative assessment of neurodegeneration in Alzheimer's disease. CoRR abs/2011.04465 (2020)
2010 – 2019
- 2019
- [c48]Hossein Soleimani, George Poothicottu Jacob, Oleg V. Michailovich:
Fitting Smooth Manifolds to Point Clouds in a Level Set Formulation. ICIAR (1) 2019: 139-149 - [c47]Hossein Soleimani, Jose Rincon, Oleg V. Michailovich:
Segmentation of Breast MRI Scans in the Presence of Bias Fields. ICIAR (1) 2019: 376-387 - [c46]Oleg V. Michailovich, Adrian Basarab, Denis Kouame:
Iterative Reconstruction of Medical Ultrasound Images Using Spectrally Constrained Phase Updates. ISBI 2019: 1765-1768 - [c45]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: 111-119 - [c44]Sanketh Vedula, Ortal Senouf, Grigoriy Zurakhov, Alexander M. Bronstein, Oleg V. Michailovich, Michael Zibulevsky:
Learning beamforming in ultrasound imaging. MIDL 2019: 493-511 - [i16]Tomer Weiss, Sanketh Vedula, Ortal Senouf, Alexander M. Bronstein, Oleg V. Michailovich, Michael Zibulevsky:
Learning Fast Magnetic Resonance Imaging. CoRR abs/1905.09324 (2019) - [i15]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 abs/1905.09325 (2019) - [i14]Tomer Weiss, Ortal Senouf, Sanketh Vedula, Oleg V. Michailovich, Michael Zibulevsky, Alexander M. Bronstein:
PILOT: Physics-Informed Learned Optimal Trajectories for Accelerated MRI. CoRR abs/1909.05773 (2019) - 2018
- [c43]Daniel Otero
Alternate Direction Method of Multipliers for Unconstrained Structural Similarity-Based Optimization. ICIAR 2018: 20-29 - [c42]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: 126-134 - [c41]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: 147-155 - [i13]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 abs/1808.07819 (2018) - [i12]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 abs/1808.07823 (2018) - [i11]Sanketh Vedula, Ortal Senouf, Grigoriy Zurakhov, Alexander M. Bronstein, Oleg V. Michailovich, Michael Zibulevsky:
Learning beamforming in ultrasound imaging. CoRR abs/1812.08043 (2018) - 2017
- [j24]Daniel Otero
On the theory of function-valued mappings and its application to the processing of hyperspectral images. Signal Process. 134: 185-196 (2017) - [c40]Syeda Maryam, Laura McCrackin, Mark Crowley
Application of probabilistically weighted graphs to image-based diagnosis of Alzheimer's disease using diffusion MRI. Medical Imaging: Computer-Aided Diagnosis 2017: 101342F - [i10]Sanketh Vedula, Ortal Senouf, Alexander M. Bronstein, Oleg V. Michailovich, Michael Zibulevsky:
Towards CT-quality Ultrasound Imaging using Deep Learning. CoRR abs/1710.06304 (2017) - 2016
- [j23]Lipeng Ning
A joint compressed-sensing and super-resolution approach for very high-resolution diffusion imaging. NeuroImage 125: 386-400 (2016) - [j22]Hengameh Mirzaalian, Lipeng Ning, Peter Savadjiev, Ofer Pasternak, Sylvain Bouix
Inter-site and inter-scanner diffusion MRI data harmonization. NeuroImage 135: 311-323 (2016) - [j21]Lipeng Ning, Kawin Setsompop
Corrigendum to "A joint compressed-sensing and super-resolution approach for very high-resolution diffusion imaging". NeuroImage 142: 696 (2016) - [c39]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: 131-137 - [c38]Oleg V. Michailovich:
Image stitching by means of adaptive normalization. Image Processing: Algorithms and Systems 2016: 1-6 - [c37]Oleg V. Michailovich:
Robust extensions to guided image filtering. Image Processing: Algorithms and Systems 2016: 1-6 - 2015
- [j20]Mohammad Rostami
Surface Reconstruction in Gradient-Field Domain Using Compressed Sensing. IEEE Trans. Image Process. 24(5): 1628-1638 (2015) - [c36]Lipeng Ning
A Compressed-Sensing Approach for Super-Resolution Reconstruction of Diffusion MRI. IPMI 2015: 57-68 - 2014
- [j19]Yogesh Rathi, Oleg V. Michailovich, Frederik B. Laun
Multi-shell diffusion signal recovery from sparse measurements. Medical Image Anal. 18(7): 1143-1156 (2014) - [c35]Eric B. Lum, Oleg V. Michailovich:
Image co-registration by minimizing cumulative distortion. CCECE 2014: 1-5 - [c34]Daniel Otero
An Examination of Several Methods of Hyperspectral Image Denoising: Over Channels, Spectral Functions and Both Domains. ICIAR (1) 2014: 131-140 - [c33]Sudipto Dolui, Iván C. Salgado Patarroyo, Oleg V. Michailovich:
Generalized non-local means filtering for image denoising. Image Processing: Algorithms and Systems 2014: 90190B - [c32]Oleg V. Michailovich, Yogesh Rathi:
A generalized compressed sensing approach to high angular resolution diffusion imaging. ISBI 2014: 657-660 - [c31]Yogesh Rathi, Lipeng Ning
Maximum Entropy Estimation of Glutamate and Glutamine in MR Spectroscopic Imaging. MICCAI (2) 2014: 749-756 - [c30]Yogesh Rathi, Oleg V. Michailovich, Kawin Setsompop
A dual spherical model for multi-shell diffusion imaging. Medical Imaging: Image Processing 2014: 90340Q - [c29]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: 903425 - [i9]Quan Zhou, Oleg V. Michailovich, Yogesh Rathi:
Spatially regularized reconstruction of fibre orientation distributions in the presence of isotropic diffusion. CoRR abs/1401.6196 (2014) - 2013
- [j18]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): 1040-1054 (2013) - [c28]Iván C. Salgado Patarroyo, Sudipto Dolui, Oleg V. Michailovich, Edward R. Vrscay:
Reconstruction of HARDI Data Using a Split Bregman Optimization Approach. ICIAR 2013: 589-596 - [c27]Yogesh Rathi, Marc Niethammer, Frederik B. Laun
Diffusion Propagator Estimation Using Radial Basis Functions. CDMRI/MMBC@MICCAI 2013: 57-66 - [c26]Yogesh Rathi, Borjan A. Gagoski, Kawin Setsompop
Diffusion Propagator Estimation from Sparse Measurements in a Tractography Framework. MICCAI (3) 2013: 510-517 - 2012
- [j17]Mohammad Rostami
Image Deblurring Using Derivative Compressed Sensing for Optical Imaging Application. IEEE Trans. Image Process. 21(7): 3139-3149 (2012) - [c25]Oleg V. Michailovich, Davide La Torre, Edward R. Vrscay:
Function-Valued Mappings, Total Variation and Compressed Sensing for diffusion MRI. ICIAR (2) 2012: 286-295 - [c24]Mohammad Rostami
Gradient-based surface reconstruction using compressed sensing. ICIP 2012: 913-916 - [c23]Alan Kuurstra, Sudipto Dolui, Oleg V. Michailovich:
HARDI denoising using nonlocal means on S2. Medical Imaging: Image Processing 2012: 83140I - [c22]Sudipto Dolui, Alan Kuurstra, Oleg V. Michailovich:
Rician compressed sensing for fast and stable signal reconstruction in diffusion MRI. Medical Imaging: Image Processing 2012: 83144Q - [c21]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: 17-23 - 2011
- [j16]Elad Shaked, Oleg V. Michailovich:
Iterative Shrinkage Approach to Restoration of Optical Imagery. IEEE Trans. Image Process. 20(2): 405-416 (2011) - [j15]Oleg V. Michailovich:
An Iterative Shrinkage Approach to Total-Variation Image Restoration. IEEE Trans. Image Process. 20(5): 1281-1299 (2011) - [j14]Oleg V. Michailovich, Yogesh Rathi, Sudipto Dolui:
Spatially Regularized Compressed Sensing for High Angular Resolution Diffusion Imaging. IEEE Trans. Medical Imaging 30(5): 1100-1115 (2011) - [c20]Sudipto Dolui, Oleg V. Michailovich:
Hybrid blind deconvolution of images using variable splitting and proximal point methods. ICIP 2011: 2709-2712 - [c19]Sudipto Dolui, Oleg V. Michailovich:
Blind deconvolution of medical ultrasound images using variable splitting and proximal point methods. ISBI 2011: 1-5 - [c18]Sudipto Dolui, Oleg V. Michailovich, Yogesh Rathi:
Compressed sensing of diffusion MRI data using spatial regularization and positivity constraints. ISBI 2011: 1597-1601 - [c17]Elad Shaked, Sudipto Dolui, Oleg V. Michailovich:
Regularized Richardson-Lucy algorithm for reconstruction of Poissonian medical images. ISBI 2011: 1754-1757 - [c16]Yogesh Rathi, Oleg V. Michailovich, Kawin Setsompop
Sparse Multi-Shell Diffusion Imaging. MICCAI (2) 2011: 58-65 - [i8]Mohammad Rostami, Oleg V. Michailovich, Zhou Wang:
Image Deblurring Using Derivative Compressed Sensing for Optical Imaging Application. CoRR abs/1107.5790 (2011) - [i7]Sudipto Dolui, Alan Kuurstra, Iván C. Salgado Patarroyo, Oleg V. Michailovich:
A New Similarity Measure for Non-Local Means Filtering of MRI Images. CoRR abs/1110.5945 (2011) - 2010
- [j13]James G. Malcolm, Oleg V. Michailovich, Sylvain Bouix
A filtered approach to neural tractography using the Watson directional function. Medical Image Anal. 14(1): 58-69 (2010) - [j12]Oleg V. Michailovich, Yogesh Rathi:
On Approximation of Orientation Distributions by Means of Spherical Ridgelets. IEEE Trans. Image Process. 19(2): 461-477 (2010) - [c15]Oleg V. Michailovich, Yogesh Rathi:
Spatially regularized q-ball imaging using spherical ridgelets. ISBI 2010: 1181-1184 - [c14]Elad Shaked, Oleg V. Michailovich:
Deconvolution of poissonian images via iterative shrinkage. ISBI 2010: 1309-1312 - [c13]Oleg V. Michailovich, Yogesh Rathi:
Fast and Accurate Reconstruction of HARDI Data Using Compressed Sensing. MICCAI (1) 2010: 607-614 - [c12]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: 657-665 - [c11]Igor V. Solovey, Oleg V. Michailovich, Robert Sheng Xu:
A probabilistic framework for ultrasound image decomposition. Medical Imaging: Image-Guided Procedures 2010: 76252O - [c10]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: 76234E - [i6]Elad Shaked, Oleg V. Michailovich:
Regularized Richardson-Lucy Algorithm for Sparse Reconstruction of Poissonian Images. CoRR abs/1004.1215 (2010) - [i5]Robert Sheng Xu, Oleg V. Michailovich, Magdy M. A. Salama:
Image Segmentation Using Weak Shape Priors. CoRR abs/1006.2700 (2010) - [i4]Oleg V. Michailovich, Yogesh Rathi, Sudipto Dolui:
Spatially regularized compressed sensing of diffusion MRI data. CoRR abs/1009.1889 (2010)
2000 – 2009
- 2009
- [j11]Yogesh Rathi, Oleg V. Michailovich, Martha Elizabeth Shenton, Sylvain Bouix
Directional functions for orientation distribution estimation. Medical Image Anal. 13(3): 432-444 (2009) - [c9]Mahdi S. Hosseini, Oleg V. Michailovich:
Derivative compressive sampling with application to phase unwrapping. EUSIPCO 2009: 115-119 - [i3]Robert Sheng Xu, Oleg V. Michailovich, Magdy M. A. Salama:
Information tracking approach to segmentation of ultrasound imagery of prostate. CoRR abs/0909.5458 (2009) - [i2]Elad Shaked, Oleg V. Michailovich:
Iterative Shrinkage Approach to Restoration of Optical Imagery. CoRR abs/0909.5460 (2009) - [i1]Oleg V. Michailovich:
An Iterative Shrinkage Approach to Total-Variation Image Restoration. CoRR abs/0910.5002 (2009) - 2008
- [j10]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): 358-374 (2008) - [j9]Oleg V. Michailovich, Allen R. Tannenbaum:
Dynamic Denoising of Tracking Sequences. IEEE Trans. Image Process. 17(6): 847-856 (2008) - [j8]Oleg V. Michailovich, Allen R. Tannenbaum:
Segmentation of Tracking Sequences Using Dynamically Updated Adaptive Learning. IEEE Trans. Image Process. 17(12): 2403-2412 (2008) - [c8]Yogesh Rathi, Oleg V. Michailovich, Sylvain Bouix
Orientation distribution estimation for Q-ball imaging. CVPR Workshops 2008: 1-8 - [c7]Yogesh Rathi, Oleg V. Michailovich, Sylvain Bouix
Directional functions for orientation distribution estimation. ISBI 2008: 927-930 - [c6]Oleg V. Michailovich, Yogesh Rathi:
On approximation of orientation distributions by means of spherical ridgelets. ISBI 2008: 939-942 - 2007
- [j7]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): 2787-2801 (2007) - [j6]Oleg V. Michailovich, Allen R. Tannenbaum:
Blind Deconvolution of Medical Ultrasound Images: A Parametric Inverse Filtering Approach. IEEE Trans. Image Process. 16(12): 3005-3019 (2007) - [c5]Yogesh Rathi, Allen R. Tannenbaum, Oleg V. Michailovich:
Segmenting Images on the Tensor Manifold. CVPR 2007 - [c4]Oleg V. Michailovich, Douglas Wiens:
On Separation of Signal Sources Using Kernel Estimates of Probability Densities. ICA 2007: 81-88 - [c3]Oleg V. Michailovich, Allen R. Tannenbaum:
Segmentation of Medical Ultrasound Images using Active Contours. ICIP (5) 2007: 513-516 - 2006
- [c2]Oleg V. Michailovich, Allen R. Tannenbaum:
Deconvolution of medical ultrasound images via parametric inverse filtering. ISBI 2006: 217-220 - 2005
- [j5]Oleg V. Michailovich, Dan Adam:
A novel approach to the 2-D blind deconvolution problem in medical ultrasound. IEEE Trans. Medical Imaging 24(1): 86-104 (2005) - 2004
- [j4]Oleg V. Michailovich, Dan Adam:
Phase unwrapping for 2-D blind deconvolution of ultrasound images. IEEE Trans. Medical Imaging 23(1): 7-25 (2004) - 2003
- [j3]Oleg V. Michailovich, Dan Adam:
Robust Estimation of Ultrasound Pulses Using Outlier-Resistant De-Noising. IEEE Trans. Medical Imaging 22(3): 368-381 (2003) - 2002
- [j2]Dan Adam, Oleg V. Michailovich:
Blind deconvolution of ultrasound sequences using nonparametric local polynomial estimates of the pulse. IEEE Trans. Biomed. Eng. 49(2): 118-131 (2002) - [j1]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): 1490-1503 (2002) - [c1]Oleg V. Michailovich, Dan Adam:
Blind deconvolution of ultrasound images using partial spectral information and sparsity constraints. ISBI 2002: 1055-1058
Coauthor Index
Alexander M. Bronstein
aka: Alex M. Bronstein
aka: Alex M. Bronstein
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