Brendt Wohlberg
Orcid: 0000-0002-4767-1843Affiliations:
- Los Alamos National Laboratory, Los Alamos, NM, USA
- University of Cape Town, Cape Town, South Africa (PhD 1996)
According to our database1,
Brendt Wohlberg
authored at least 121 papers
between 1999 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
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Online presence:
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on zbmath.org
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on linkedin.com
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on orcid.org
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on github.com
On csauthors.net:
Bibliography
2024
Learned Full Waveform Inversion Incorporating Task Information for Ultrasound Computed Tomography.
IEEE Trans. Computational Imaging, 2024
TRINIDI: Time-of-Flight Resonance Imaging With Neutrons for Isotopic Density Inference.
IEEE Trans. Computational Imaging, 2024
2023
IEEE Signal Process. Mag., July, 2023
Coordinate-Based Seismic Interpolation in Irregular Land Survey: A Deep Internal Learning Approach.
IEEE Trans. Geosci. Remote. Sens., 2023
Projected Multi-Agent Consensus Equilibrium (PMACE) With Application to Ptychography.
IEEE Trans. Computational Imaging, 2023
Physics-Guided Data-Driven Seismic Inversion: Recent progress and future opportunities in full-waveform inversion.
IEEE Signal Process. Mag., 2023
Plug-and-Play Methods for Integrating Physical and Learned Models in Computational Imaging: Theory, algorithms, and applications.
IEEE Signal Process. Mag., 2023
PtychoDV: Vision Transformer-Based Deep Unrolling Network for Ptychographic Image Reconstruction.
CoRR, 2023
2022
IEEE Trans. Geosci. Remote. Sens., 2022
Connect the Dots: In Situ 4-D Seismic Monitoring of CO<sub>2</sub> Storage With Spatio-Temporal CNNs.
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Geosci. Remote. Sens. Lett., 2022
IEEE Geosci. Remote. Sens. Lett., 2022
2021
IEEE Trans. Computational Imaging, 2021
IEEE Trans. Computational Imaging, 2021
IEEE Trans. Computational Imaging, 2021
PSF Estimation in Crowded Astronomical Imagery as a Convolutional Dictionary Learning Problem.
IEEE Signal Process. Lett., 2021
Connect the Dots: In Situ 4D Seismic Monitoring of CO<sub>2</sub> Storage with Spatio-temporal CNNs.
CoRR, 2021
CoRR, 2021
Recovery Analysis for Plug-and-Play Priors using the Restricted Eigenvalue Condition.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Async-RED: A Provably Convergent Asynchronous Block Parallel Stochastic Method using Deep Denoising Priors.
Proceedings of the 9th International Conference on Learning Representations, 2021
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021
Joint Reconstruction and Calibration Using Regularization by Denoising with Application to Computed Tomography.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021
2020
IEEE Signal Process. Lett., 2020
TGGLines: A Robust Topological Graph Guided Line Segment Detector for Low Quality Binary Images.
CoRR, 2020
Data-driven Methods for Solving Large-scale Inverse Problems with Applications to Subsurface Imaging.
Proceedings of the IEEE Southwest Symposium on Image Analysis and Interpretation, 2020
Proceedings of the 6th IEEE/ACM Workshop on Machine Learning in High Performance Computing Environments, 2020
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020
2019
IEEE Trans. Computational Imaging, 2019
Efficient Projection onto the ℓ<sub>∞, 1</sub> Mixed-Norm Ball Using a Newton Root Search Method.
SIAM J. Imaging Sci., 2019
CoRR, 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
A Novel Algorithm for Skeleton Extraction From Images Using Topological Graph Analysis.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019
2018
IEEE Trans. Computational Imaging, 2018
SIAM J. Imaging Sci., 2018
Proceedings of the 13th IEEE Image, Video, and Multidimensional Signal Processing Workshop, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Fast Projection onto the 𝓁<sub>∞, 1</sub>-Mixed Norm Ball Using Steffensen Root Search.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the 56th Annual Allerton Conference on Communication, 2018
Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018
2017
IEEE Signal Process. Lett., 2017
IEEE Signal Process. Lett., 2017
IEEE Signal Process. Lett., 2017
Proceedings of the 16th Python in Science Conference 2017, 2017
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
ADMM penalty parameter selection with krylov subspace recycling technique for sparse coding.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
2016
IEEE Trans. Image Process., 2016
IEEE Trans. Computational Imaging, 2016
IEEE ACM Trans. Audio Speech Lang. Process., 2016
IEEE ACM Trans. Audio Speech Lang. Process., 2016
J. Math. Imaging Vis., 2016
IEEE Comput. Intell. Mag., 2016
Proceedings of the 2016 IEEE Southwest Symposium on Image Analysis and Interpretation, 2016
Proceedings of the 2016 IEEE Southwest Symposium on Image Analysis and Interpretation, 2016
Convolutional sparse representations as an image model for impulse noise restoration.
Proceedings of the IEEE 12th Image, Video, and Multidimensional Signal Processing Workshop, 2016
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016
2015
CoRR, 2015
Proceedings of the 25th IEEE International Workshop on Machine Learning for Signal Processing, 2015
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
Translational and rotational jitter invariant incremental principal component pursuit for video background modeling.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Seeing the Earth in the Cloud: Processing one petabyte of satellite imagery in one day.
Proceedings of the 2015 IEEE Applied Imagery Pattern Recognition Workshop, 2015
2014
Proceedings of the IEEE Symposium on Intelligent Embedded Systems, 2014
Endogenous convolutional sparse representations for translation invariant image subspace models.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
A Matlab implementation of a fast incremental principal component pursuit algorithm for Video Background Modeling.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Performance comparison of iterative reweighting methods for total variation regularization.
Proceedings of the 2014 IEEE International Conference on Image Processing, 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 IEEE International Conference on Acoustics, 2014
2013
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013
Proceedings of the IEEE International Conference on Image Processing, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013
2012
IEEE Trans. Geosci. Remote. Sens., 2012
Proceedings of the IEEE Southwest Symposium on Image Analysis and Interpretation, 2012
A comparison of the computational performance of Iteratively Reweighted Least Squares and alternating minimization algorithms for ℓ1 inverse problems.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
2011
IEEE Signal Process. Lett., 2011
2010
Elliptically Contoured Distributions for Anomalous Change Detection in Hyperspectral Imagery.
IEEE Geosci. Remote. Sens. Lett., 2010
Proceedings of the IEEE International Conference on Acoustics, 2010
Proceedings of the Computational Imaging VIII, 2010
2009
IEEE Trans. Image Process., 2009
Proceedings of the First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2009
Proceedings of the International Conference on Image Processing, 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
2008
Symmetric extension for lifted filter banks and obstructions to reversible implementation.
Signal Process., 2008
2007
An Iteratively Reweighted Norm Algorithm for Minimization of Total Variation Functionals.
IEEE Signal Process. Lett., 2007
2006
IEEE Trans. Signal Process., 2006
IEEE Trans. Geosci. Remote. Sens., 2006
2003
Noise sensitivity of sparse signal representations: reconstruction error bounds for the inverse problem.
IEEE Trans. Signal Process., 2003
Reversible integer-to-integer transforms and symmetric extension of even-length filter banks.
Proceedings of the Visual Communications and Image Processing 2003, 2003
Resolution scalability for arbitrary wavelet transforms in the JPEG-2000 standard.
Proceedings of the Visual Communications and Image Processing 2003, 2003
1999
IEEE Trans. Signal Process., 1999