Yoram Bresler
Orcid: 0000-0002-9738-1094Affiliations:
- University of Illinois at Urbana-Champaign, Urbana, IL, USA
According to our database1,
Yoram Bresler
authored at least 198 papers
between 1984 and 2024.
Collaborative distances:
Collaborative distances:
Awards
IEEE Fellow
IEEE Fellow 1999, "For contributions to computer based imaging and sensor array processing.".
Timeline
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Online presence:
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Bibliography
2024
RED-PSM: Regularization by Denoising of Factorized Low Rank Models for Dynamic Imaging.
IEEE Trans. Computational Imaging, 2024
Proceedings of the IEEE International Conference on Acoustics, 2024
2023
Generative Models for Inverse Imaging Problems: From mathematical foundations to physics-driven applications.
IEEE Signal Process. Mag., 2023
RED-PSM: Regularization by Denoising of Partially Separable Models for Dynamic Imaging.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
Proceedings of the 9th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2023
2022
IEEE Trans. Computational Imaging, 2022
Proceedings of the 14th IEEE Image, Video, and Multidimensional Signal Processing Workshop, 2022
A Generative Cramér-Rao Bound on Frequency Estimation with Learned Measurement Distribution.
Proceedings of the 12th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2022
Proceedings of the IEEE International Conference on Acoustics, 2022
2021
2020
Image Recovery via Transform Learning and Low-Rank Modeling: The Power of Complementary Regularizers.
IEEE Trans. Image Process., 2020
Transform Learning for Magnetic Resonance Image Reconstruction: From Model-Based Learning to Building Neural Networks.
IEEE Signal Process. Mag., 2020
Signal Process., 2020
A Set-Theoretic Study of the Relationships of Image Models and Priors for Restoration Problems.
CoRR, 2020
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Optimizing Optical Compressed Sensing for Multispectral DNN-Based Image Segmentation.
Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020
2019
IEEE Trans. Inf. Theory, 2019
IEEE Trans. Image Process., 2019
GAN-based Projector for Faster Recovery in Compressed Sensing with Convergence Guarantees.
CoRR, 2019
GAN-Based Projector for Faster Recovery With Convergence Guarantees in Linear Inverse Problems.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019
2018
Near-Optimal Compressed Sensing of a Class of Sparse Low-Rank Matrices Via Sparse Power Factorization.
IEEE Trans. Inf. Theory, 2018
The Power of Complementary Regularizers: Image Recovery via Transform Learning and Low-Rank Modeling.
CoRR, 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
2017
IEEE Trans. Inf. Theory, 2017
Identifiability in Bilinear Inverse Problems With Applications to Subspace or Sparsity-Constrained Blind Gain and Phase Calibration.
IEEE Trans. Inf. Theory, 2017
IEEE Trans. Inf. Theory, 2017
Joint Adaptive Sparsity and Low-Rankness on the Fly: An Online Tensor Reconstruction Scheme for Video Denoising.
Proceedings of the IEEE International Conference on Computer Vision, 2017
When sparsity meets low-rankness: Transform learning with non-local low-rank constraint for image restoration.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
2016
IEEE Trans. Signal Process., 2016
IEEE Trans. Inf. Theory, 2016
Data-Driven Learning of a Union of Sparsifying Transforms Model for Blind Compressed Sensing.
IEEE Trans. Computational Imaging, 2016
CoRR, 2016
Proceedings of the IEEE 12th Image, Video, and Multidimensional Signal Processing Workshop, 2016
Proceedings of the IEEE International Symposium on Information Theory, 2016
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
2015
IEEE Trans. Signal Process., 2015
ℓ<sub>0</sub> Sparsifying Transform Learning With Efficient Optimal Updates and Convergence Guarantees.
IEEE Trans. Signal Process., 2015
Efficient Blind Compressed Sensing Using Sparsifying Transforms with Convergence Guarantees and Application to Magnetic Resonance Imaging.
SIAM J. Imaging Sci., 2015
IEEE J. Sel. Top. Signal Process., 2015
IEEE J. Sel. Top. Signal Process., 2015
Structured Overcomplete Sparsifying Transform Learning with Convergence Guarantees and Applications.
Int. J. Comput. Vis., 2015
FRIST - Flipping and Rotation Invariant Sparsifying Transform Learning and Applications.
CoRR, 2015
Efficient Blind Compressed Sensing Using Sparsifying Transforms with Convergence Guarantees and Application to MRI.
CoRR, 2015
A Unified Framework for Identifiability Analysis in Bilinear Inverse Problems with Applications to Subspace and Sparsity Models.
CoRR, 2015
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
2014
Motion Adaptive Patch-Based Low-Rank Approach for Compressed Sensing Cardiac Cine MRI.
IEEE Trans. Medical Imaging, 2014
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014
Model-based iterative tomographic reconstruction with adaptive sparsifying transforms.
Proceedings of the Computational Imaging XII, 2014
2013
IEEE Trans. Inf. Theory, 2013
Near Optimal Compressed Sensing of Sparse Rank-One Matrices via Sparse Power Factorization.
CoRR, 2013
Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
2012
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
2011
Generic Feasibility of Perfect Reconstruction With Short FIR Filters in Multichannel Systems.
IEEE Trans. Signal Process., 2011
IEEE Trans. Medical Imaging, 2011
MR Image Reconstruction From Highly Undersampled k-Space Data by Dictionary Learning.
IEEE Trans. Medical Imaging, 2011
Compressive Diffuse Optical Tomography: Noniterative Exact Reconstruction Using Joint Sparsity.
IEEE Trans. Medical Imaging, 2011
Generic Feasibility of Perfect Reconstruction with Short FIR Filters in Multi-channel Systems
CoRR, 2011
Distortion-optimal self-calibrating parallel MRI by blind interpolation in subsampled filter banks.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
2010
IEEE Trans. Inf. Theory, 2010
2009
Guaranteed Minimum Rank Approximation from Linear Observations by Nuclear Norm Minimization with an Ellipsoidal Constraint
CoRR, 2009
Proceedings of the IEEE International Symposium on Information Theory, 2009
2008
Exact reconstruction formula for diffuse optical tomography using simultaneous sparse representation.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
Upper bounds on aliasing error energy for multidimensional sampling of nonbandlimited signals.
Proceedings of the IEEE International Conference on Acoustics, 2008
Proceedings of the IEEE International Conference on Acoustics, 2008
Proceedings of the Computational Imaging VI, 2008
2007
IEEE Trans. Medical Imaging, 2007
SIAM J. Appl. Math., 2007
Affine-Corrected Paradise: Free-Breathing Patient-Adaptive Cardiac Mri With Sensitivity Encoding.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
Adaptive Real-Time Cardiac MRI Using Paradise: Validation by the Physiologically Improved Ncat Phantom.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
2006
Asymptotic Global Confidence Regions for 3-D Parametric Shape Estimation in Inverse Problems.
IEEE Trans. Image Process., 2006
Optimal multi-channel time-sequential acquisition in dynamic MRI with parallel coils.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006
A fast and accurate decimation-in-angle hierarchical fan-beam backprojection algorithm.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006
2005
IEEE Trans. Computers, 2005
2004
IEEE Trans. Inf. Theory, 2004
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004
2003
IEEE Trans. Signal Process., 2003
Sampling theorems for uniform and periodic nonuniform MIMO sampling of multiband signals.
IEEE Trans. Signal Process., 2003
IEEE Trans. Image Process., 2003
Proceedings of the 2003 International Conference on Image Processing, 2003
Proceedings of the 2003 International Conference on Image Processing, 2003
Proceedings of the 2003 International Conference on Image Processing, 2003
2002
IEEE Trans. Medical Imaging, 2002
IEEE Trans. Medical Imaging, 2002
A Self-Referencing Level-Set Method for Image Reconstruction from Sparse Fourier Samples.
Int. J. Comput. Vis., 2002
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002
Fast acquisition and sampling in MRI: Introduction to time-sequential sampling of spatio-temporal signals.
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002
Proceedings of the 2002 International Conference on Image Processing, 2002
Proceedings of the 2002 International Conference on Image Processing, 2002
2001
IEEE Trans. Signal Process., 2001
Error analysis and performance optimization of fast hierarchical backprojection algorithms.
IEEE Trans. Image Process., 2001
2000
Performance analysis of the approximate dynamic programming algorithm for parameter estimation of superimposed signals.
IEEE Trans. Signal Process., 2000
IEEE Trans. Signal Process., 2000
IEEE Trans. Inf. Theory, 2000
Perfect reconstruction formulas and bounds on aliasing error in sub-nyquist nonuniform sampling of multiband signals.
IEEE Trans. Inf. Theory, 2000
A global lower bound on parameter estimation error with periodic distortion functions.
IEEE Trans. Inf. Theory, 2000
A multilevel domain decomposition algorithm for fast O(N<sup>2</sup>logN) reprojection of tomographic images.
IEEE Trans. Image Process., 2000
O(N<sup>2</sup>log<sub>2</sub>N) filtered backprojection reconstruction algorithm for tomography.
IEEE Trans. Image Process., 2000
SIAM J. Matrix Anal. Appl., 2000
Proceedings of the IEEE International Conference on Acoustics, 2000
On the necessary density for spectrum-blind nonuniform sampling subject to quantization.
Proceedings of the IEEE International Conference on Acoustics, 2000
1999
IEEE Trans. Image Process., 1999
Perfect blind restoration of images blurred by multiple filters: theory and efficient algorithms.
IEEE Trans. Image Process., 1999
1998
FIR perfect signal reconstruction from multiple convolutions: minimum deconvolver orders.
IEEE Trans. Signal Process., 1998
Globally convergent edge-preserving regularized reconstruction: an application to limited-angle tomography.
IEEE Trans. Image Process., 1998
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998
Sub-Nyquist sampling of multiband signals: perfect reconstruction and bounds on aliasing error.
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998
Fast optimal and suboptimal algorithms for sparse solutions to linear inverse problems.
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998
1997
IEEE Trans. Signal Process., 1997
Lattice-theoretic analysis of time-sequential sampling of spatiotemporal signals: II. Large space-bandwidth product asymptotics.
IEEE Trans. Inf. Theory, 1997
IEEE Trans. Inf. Theory, 1997
Doppler-based motion estimation for wide-band sources from single passive sensor measurements.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997
1996
On the robustness of parameter estimation of superimposed signals by dynamic programming.
IEEE Trans. Signal Process., 1996
IEEE Trans. Signal Process., 1996
A comparison of optimized higher order spectral detection techniques for non-Gaussian signals.
IEEE Trans. Signal Process., 1996
IEEE Trans. Inf. Theory, 1996
Feature extraction techniques for exploratory visualization of vector-valued imagery.
IEEE Trans. Image Process., 1996
IEEE Trans. Image Process., 1996
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996
1995
Optimal scan for time-varying tomography. II. Efficient design and experimental validation.
IEEE Trans. Image Process., 1995
Optimal scan for time-varying tomography. I. Theoretical analysis and fundamental limitations.
IEEE Trans. Image Process., 1995
IEEE Trans. Image Process., 1995
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995
Proceedings of the 1995 International Conference on Acoustics, 1995
Proceedings of the 1995 International Conference on Acoustics, 1995
Proceedings of the 1995 International Conference on Acoustics, 1995
1994
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994
Theoretical Analysis of a Multiscale Algorithm for the Direct Segmentation of Tomographic Images.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994
1993
Maximum likelihood parameter estimation of superimposed signals by dynamic programming.
IEEE Trans. Signal Process., 1993
Proceedings of the IEEE International Conference on Acoustics, 1993
Proceedings of the IEEE International Conference on Acoustics, 1993
Proceedings of the IEEE International Conference on Acoustics, 1993
1992
Worst case Cramer-Rao bounds for parametric estimation of superimposed signals with applications.
IEEE Trans. Signal Process., 1992
A compact Cramer-Rao bound expression for parametric estimation of superimposed signals.
IEEE Trans. Signal Process., 1992
Maximum likelihood parameter estimation and subspace fitting of superimposed signals by dynamic programming - An approximate method.
Signal Process., 1992
Proceedings of the Visualization in Biomedical Computing '92, 1992
Proceedings of the Visualization in Biomedical Computing '92, 1992
Proceedings of the 1992 IEEE International Conference on Acoustics, 1992
Proceedings of the 1992 IEEE International Conference on Acoustics, 1992
1991
Performance analysis of parameter estimation of superimposed signals by dynamic programming.
Proceedings of the 1991 International Conference on Acoustics, 1991
Proceedings of the 1991 International Conference on Acoustics, 1991
1990
Proceedings of the 1990 International Conference on Acoustics, 1990
Proceedings of the 1990 International Conference on Acoustics, 1990
1989
A Bayesian Approach to Reconstruction from Incomplete Projections of a Multiple Object 3D Domain.
IEEE Trans. Pattern Anal. Mach. Intell., 1989
Proceedings of the IEEE International Conference on Acoustics, 1989
Proceedings of the IEEE International Conference on Acoustics, 1989
1988
IEEE Trans. Acoust. Speech Signal Process., 1988
Mach. Vis. Appl., 1988
1987
Three-dimensional reconstruction from projections with incomplete and noisy data by object estimation.
IEEE Trans. Acoust. Speech Signal Process., 1987
IEEE Trans. Acoust. Speech Signal Process., 1987
A polynomial approach to optimum beamforming for correlated or coherent signal and interference.
Proceedings of the IEEE International Conference on Acoustics, 1987
1986
IEEE Trans. Acoust. Speech Signal Process., 1986
Exact maximum likelihood parameter estimation of superimposed exponential signals in noise.
IEEE Trans. Acoust. Speech Signal Process., 1986
1985
Proceedings of the IEEE International Conference on Acoustics, 1985
1984
Proceedings of the IEEE International Conference on Acoustics, 1984