Brendt Wohlberg

ORCID

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 94

Top Venues

CoRR

ICASSP

ICIP

IEEE Trans. Computational Imaging

Publications

Thilo Balke, Alexander M. Long, Sven C. Vogel, Brendt Wohlberg, Charles A. Bouman
TRINIDI: Time-of-Flight Resonance Imaging With Neutrons for Isotopic Density Inference. IEEE Trans. Computational Imaging 10 (2024)
Luke Lozenski, Hanchen Wang, Fu Li, Mark A. Anastasio, Brendt Wohlberg, Youzuo Lin, Umberto Villa
Learned Full Waveform Inversion Incorporating Task Information for Ultrasound Computed Tomography. IEEE Trans. Computational Imaging 10 (2024)
Qiuchen Zhai, Gregery T. Buzzard, Kevin Mertes, Brendt Wohlberg, Charles A. Bouman
Projected Multi-Agent Consensus Equilibrium (PMACE) With Application to Ptychography. IEEE Trans. Computational Imaging 9 (2023)
W. Clem Karl, James E. Fowler, Charles A. Bouman, Müjdat Çetin, Brendt Wohlberg, Jong Chul Ye
The Foundations of Computational Imaging: A signal processing perspective. IEEE Signal Process. Mag. 40 (5) (2023)
Weijie Gan, Qiuchen Zhai, Michael Thompson McCann, Cristina Garcia-Cardona, Ulugbek S. Kamilov, Brendt Wohlberg
PtychoDV: Vision Transformer-Based Deep Unrolling Network for Ptychographic Image Reconstruction. CoRR (2023)
Ulugbek S. Kamilov, Charles A. Bouman, Gregery T. Buzzard, Brendt Wohlberg
Plug-and-Play Methods for Integrating Physical and Learned Models in Computational Imaging: Theory, algorithms, and applications. IEEE Signal Process. Mag. 40 (1) (2023)
Youzuo Lin, James Theiler, Brendt Wohlberg
Physics-Guided Data-Driven Seismic Inversion: Recent progress and future opportunities in full-waveform inversion. IEEE Signal Process. Mag. 40 (1) (2023)
Paul Goyes-Peñafiel, Edwin Vargas, Claudia V. Correa P., Yu Sun, Ulugbek S. Kamilov, Brendt Wohlberg, Henry Arguello
Coordinate-Based Seismic Interpolation in Irregular Land Survey: A Deep Internal Learning Approach. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Renán Rojas-Gómez, Jihyun Yang, Youzuo Lin, James Theiler, Brendt Wohlberg
Physics-Consistent Data-Driven Waveform Inversion With Adaptive Data Augmentation. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Thilo Balke, Fernando Davis, Cristina Garcia-Cardona, Soumendu Majee, Michael T. McCann, Luke Pfister, Brendt Wohlberg
Scientific Computational Imaging Code (SCICO). J. Open Source Softw. 7 (78) (2022)
Shihang Feng, Youzuo Lin, Brendt Wohlberg
Multiscale Data-Driven Seismic Full-Waveform Inversion With Field Data Study. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Paul Goyes-Peñafiel, Edwin Vargas, Claudia V. Correa P., William Agudelo, Brendt Wohlberg, Henry Arguello
A Consensus Equilibrium Approach for 3-D Land Seismic Shots Recovery. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Shihang Feng, Xitong Zhang, Brendt Wohlberg, Neill Symons, Youzuo Lin
Storage With Spatio-Temporal CNNs. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Qili Zeng, Shihang Feng, Brendt Wohlberg, Youzuo Lin
InversionNet3D: Efficient and Scalable Learning for 3-D Full-Waveform Inversion. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Mingyang Xie, Jiaming Liu, Yu Sun, Weijie Gan, Brendt Wohlberg, Ulugbek S. Kamilov
Joint Reconstruction and Calibration Using Regularization by Denoising with Application to Computed Tomography. ICCVW (2021)
Brendt Wohlberg, Przemek R. Wozniak
PSF Estimation in Crowded Astronomical Imagery as a Convolutional Dictionary Learning Problem. IEEE Signal Process. Lett. 28 (2021)
Shihang Feng, Xitong Zhang, Brendt Wohlberg, Neill Symons, Youzuo Lin
Storage with Spatio-temporal CNNs. CoRR (2021)
Jiaming Liu, M. Salman Asif, Brendt Wohlberg, Ulugbek S. Kamilov
Recovery Analysis for Plug-and-Play Priors using the Restricted Eigenvalue Condition. CoRR (2021)
Qiuchen Zhai, Brendt Wohlberg, Gregery T. Buzzard, Charles A. Bouman
Projected Multi-Agent Consensus Equilibrium for Ptychographic Image Reconstruction. ACSCC (2021)
Aydin Buluç, Tamara G. Kolda, Stefan M. Wild, Mihai Anitescu, Anthony DeGennaro, John Jakeman, Chandrika Kamath, Ramakrishnan Kannan, Miles E. Lopes, Per-Gunnar Martinsson, Kary Myers, Jelani Nelson, Juan M. Restrepo, C. Seshadhri, Draguna L. Vrabie, Brendt Wohlberg, Stephen J. Wright, Chao Yang, Peter Zwart
Randomized Algorithms for Scientific Computing (RASC). CoRR (2021)
Yu Sun, Jiaming Liu, Yiran Sun, Brendt Wohlberg, Ulugbek Kamilov
Async-RED: A Provably Convergent Asynchronous Block Parallel Stochastic Method using Deep Denoising Priors. ICLR (2021)
Thilo Balke, Alexander M. Long, Sven C. Vogel, Brendt Wohlberg, Charles A. Bouman
Hyperspectral Neutron CT with Material Decomposition. ICIP (2021)
Jiaming Liu, Yu Sun, Weijie Gan, Xiaojian Xu, Brendt Wohlberg, Ulugbek S. Kamilov
SGD-Net: Efficient Model-Based Deep Learning with Theoretical Guarantees. CoRR (2021)
Qili Zeng, Shihang Feng, Brendt Wohlberg, Youzuo Lin
InversionNet3D: Efficient and Scalable Learning for 3D Full Waveform Inversion. CoRR (2021)
Yu Sun, Jiaming Liu, Mingyang Xie, Brendt Wohlberg, Ulugbek S. Kamilov
CoIL: Coordinate-Based Internal Learning for Tomographic Imaging. IEEE Trans. Computational Imaging 7 (2021)
Jiaming Liu, Yu Sun, Weijie Gan, Xiaojian Xu, Brendt Wohlberg, Ulugbek S. Kamilov
Stochastic Deep Unfolding for Imaging Inverse Problems. ICASSP (2021)
Yu Sun, Zihui Wu, Xiaojian Xu, Brendt Wohlberg, Ulugbek S. Kamilov
Scalable Plug-and-Play ADMM With Convergence Guarantees. IEEE Trans. Computational Imaging 7 (2021)
Jiaming Liu, M. Salman Asif, Brendt Wohlberg, Ulugbek Kamilov
Recovery Analysis for Plug-and-Play Priors using the Restricted Eigenvalue Condition. NeurIPS (2021)
Jiaming Liu, Yu Sun, Weijie Gan, Xiaojian Xu, Brendt Wohlberg, Ulugbek S. Kamilov
SGD-Net: Efficient Model-Based Deep Learning With Theoretical Guarantees. IEEE Trans. Computational Imaging 7 (2021)
Xuehang Zheng, Saiprasad Ravishankar, Yong Long, Marc Louis Klasky, Brendt Wohlberg
Two-Layer Residual Sparsifying Transform Learning for Image Reconstruction. ISBI (2020)
Yuxin Yang, Ben Gremillion, Xitong Zhang, Youzuo Lin, Brendt Wohlberg, Qiang Guan
How Good Is Your Scientific Data Generative Model? MLHPC/AI4S@SC (2020)
Youzuo Lin, James Theiler, Brendt Wohlberg, Yue Wu, Zhongping Zhang
Data-driven Methods for Solving Large-scale Inverse Problems with Applications to Subsurface Imaging. SSIAI (2020)
Renán Rojas-Gómez, Jihyun Yang, Youzuo Lin, James Theiler, Brendt Wohlberg
Physics-Consistent Data-driven Waveform Inversion with Adaptive Data Augmentation. CoRR (2020)
Xiaojian Xu, Jiaming Liu, Yu Sun, Brendt Wohlberg, Ulugbek S. Kamilov
Boosting the Performance of Plug-and-Play Priors via Denoiser Scaling. ACSSC (2020)
Mingyang Xie, Yu Sun, Jiaming Liu, Brendt Wohlberg, Ulugbek S. Kamilov
Joint Reconstruction and Calibration using Regularization by Denoising. CoRR (2020)
Manish Bhattarai, Diane Oyen, Juan Castorena, Liping Yang, Brendt Wohlberg
Diagram Image Retrieval using Sketch-Based Deep Learning and Transfer Learning. CoRR (2020)
Xiaojian Xu, Yu Sun, Jiaming Liu, Brendt Wohlberg, Ulugbek S. Kamilov
Provable Convergence of Plug-and-Play Priors With MMSE Denoisers. IEEE Signal Process. Lett. 27 (2020)
Yu Sun, Zihui Wu, Brendt Wohlberg, Ulugbek S. Kamilov
Scalable Plug-and-Play ADMM with Convergence Guarantees. CoRR (2020)
Yu Sun, Jiaming Liu, Yiran Sun, Brendt Wohlberg, Ulugbek S. Kamilov
Async-RED: A Provably Convergent Asynchronous Block Parallel Stochastic Method using Deep Denoising Priors. CoRR (2020)
Ming Gong, Liping Yang, Catherine Potts, Vijayan K. Asari, Diane Oyen, Brendt Wohlberg
TGGLines: A Robust Topological Graph Guided Line Segment Detector for Low Quality Binary Images. CoRR (2020)
Manish Bhattarai, Diane Oyen, Juan Castorena, Liping Yang, Brendt Wohlberg
Diagram Image Retrieval using Sketch-Based Deep Learning and Transfer Learning. CVPR Workshops (2020)
Yu Sun, Brendt Wohlberg, Ulugbek S. Kamilov
An Online Plug-and-Play Algorithm for Regularized Image Reconstruction. IEEE Trans. Computational Imaging 5 (3) (2019)
Yu Sun, Shiqi Xu, Yunzhe Li, Lei Tian, Brendt Wohlberg, Ulugbek S. Kamilov
Regularized Fourier Ptychography Using an Online Plug-and-play Algorithm. ICASSP (2019)
S. V. Venkatakrishnan, Brendt Wohlberg
Convolutional Dictionary Regularizers for Tomographic Inversion. ICASSP (2019)
Gustavo Chau, Brendt Wohlberg, Paul Rodríguez
Mixed-Norm Ball Using a Newton Root Search Method. SIAM J. Imaging Sci. 12 (1) (2019)
Catherine Potts, Liping Yang, Diane Oyen, Brendt Wohlberg
A Topological Graph-Based Representation for Denoising Low Quality Binary Images. ICCV Workshops (2019)
Xuehang Zheng, Saiprasad Ravishankar, Yong Long, Marc Louis Klasky, Brendt Wohlberg
Multi-layer Residual Sparsifying Transform Learning for Image Reconstruction. CoRR (2019)
Liping Yang, Diane Oyen, Brendt Wohlberg
A Novel Algorithm for Skeleton Extraction From Images Using Topological Graph Analysis. CVPR Workshops (2019)
Gustavo Chau, Brendt Wohlberg, Paul Rodríguez
-Mixed Norm Ball Using Steffensen Root Search. ICASSP (2018)
Yu Sun, Brendt Wohlberg, Ulugbek S. Kamilov
Plug-In Stochastic Gradient Method. CoRR (2018)
Yu Sun, Brendt Wohlberg, Ulugbek S. Kamilov
An Online Plug-and-Play Algorithm for Regularized Image Reconstruction. CoRR (2018)
Cristina Garcia-Cardona, Brendt Wohlberg
Convolutional Dictionary Learning for Multi-Channel Signals. ACSSC (2018)
Erik Skau, Brendt Wohlberg
A Fast Parallel Algorithm for Convolutional Sparse Coding. IVMSP (2018)
Jorge Quesada, Paul Rodríguez, Brendt Wohlberg
Separable Dictionary Learning for Convolutional Sparse Coding via Split Updates. ICASSP (2018)
Jialin Liu, Cristina Garcia-Cardona, Brendt Wohlberg, Wotao Yin
First- and Second-Order Methods for Online Convolutional Dictionary Learning. SIAM J. Imaging Sci. 11 (2) (2018)
Saiprasad Ravishankar, Brendt Wohlberg
Learning Multi-Layer Transform Models. Allerton (2018)
Saiprasad Ravishankar, Brendt Wohlberg
Learning Multi-Layer Transform Models. CoRR (2018)
Brendt Wohlberg
Convolutional Sparse Representations with Gradient Penalties. ICASSP (2018)
Cristina Garcia-Cardona, Brendt Wohlberg
Convolutional Dictionary Learning: A Comparative Review and New Algorithms. IEEE Trans. Computational Imaging 4 (3) (2018)
Yu Sun, Shiqi Xu, Yunzhe Li, Lei Tian, Brendt Wohlberg, Ulugbek S. Kamilov
Regularized Fourier Ptychography using an Online Plug-and-Play Algorithm. CoRR (2018)
Diego Carrera, Giacomo Boracchi, Alessandro Foi, Brendt Wohlberg
Sparse Overcomplete Denoising: Aggregation Versus Global Optimization. IEEE Signal Process. Lett. 24 (10) (2017)
Andrea Cogliati, Zhiyao Duan, Brendt Wohlberg
Piano Transcription With Convolutional Sparse Lateral Inhibition. IEEE Signal Process. Lett. 24 (4) (2017)
Brendt Wohlberg
ADMM Penalty Parameter Selection by Residual Balancing. CoRR (2017)
Jialin Liu, Cristina Garcia-Cardona, Brendt Wohlberg, Wotao Yin
Online Convolutional Dictionary Learning. CoRR (2017)
Brendt Wohlberg
Convolutional Sparse Representations with Gradient Penalties. CoRR (2017)
Youzuo Lin, Brendt Wohlberg, Velimir Vesselinov
ADMM penalty parameter selection with krylov subspace recycling technique for sparse coding. ICIP (2017)
Jialin Liu, Cristina Garcia-Cardona, Brendt Wohlberg, Wotao Yin
Online convolutional dictionary learning. ICIP (2017)
Cristina Garcia-Cardona, Brendt Wohlberg
Convolutional Dictionary Learning. CoRR (2017)
Cristina Garcia-Cardona, Brendt Wohlberg
Subproblem coupling in convolutional dictionary learning. ICIP (2017)
Jialin Liu, Cristina Garcia-Cardona, Brendt Wohlberg, Wotao Yin
Online Convolutional Dictionary Learning. CoRR (2017)
Gustavo Silva, Jorge Quesada, Paul Rodríguez, Brendt Wohlberg
Fast convolutional sparse coding with separable filters. ICASSP (2017)
Brendt Wohlberg
Convolutional Sparse Coding with Overlapping Group Norms. CoRR (2017)
Brendt Wohlberg
SPORCO: A Python package for standard and convolutional sparse representations. SciPy (2017)
Brendt Wohlberg, Paul Rodríguez
Convolutional Sparse Coding: Boundary Handling Revisited. CoRR (2017)
Ulugbek S. Kamilov, Hassan Mansour, Brendt Wohlberg
A Plug-and-Play Priors Approach for Solving Nonlinear Imaging Inverse Problems. IEEE Signal Process. Lett. 24 (12) (2017)
Brendt Wohlberg
Efficient Algorithms for Convolutional Sparse Representations. IEEE Trans. Image Process. 25 (1) (2016)
Diego Carrera, Giacomo Boracchi, Alessandro Foi, Brendt Wohlberg
Scale-invariant anomaly detection with multiscale group-sparse models. ICIP (2016)
Paul Rodríguez, Brendt Wohlberg
Incremental Principal Component Pursuit for Video Background Modeling. J. Math. Imaging Vis. 55 (1) (2016)
Cesare Alippi, Giacomo Boracchi, Brendt Wohlberg
Model Complexity, Regularization, and Sparsity [Guest Editorial]. IEEE Comput. Intell. Mag. 11 (4) (2016)
Suhas Sreehari, S. V. Venkatakrishnan, Brendt Wohlberg, Gregery T. Buzzard, Lawrence F. Drummy, Jeffrey P. Simmons, Charles A. Bouman
Plug-and-Play Priors for Bright Field Electron Tomography and Sparse Interpolation. IEEE Trans. Computational Imaging 2 (4) (2016)
Ping-Keng Jao, Li Su, Yi-Hsuan Yang, Brendt Wohlberg
Monaural Music Source Separation Using Convolutional Sparse Coding. IEEE ACM Trans. Audio Speech Lang. Process. 24 (11) (2016)
Erik Skau, Brendt Wohlberg, Hamid Krim, Liyi Dai
Pansharpening via coupled triple factorization dictionary learning. ICASSP (2016)
Paul Rodríguez, Brendt Wohlberg
Ghosting suppression for incremental principal component pursuit algorithms. GlobalSIP (2016)
Andrea Cogliati, Zhiyao Duan, Brendt Wohlberg
Context-Dependent Piano Music Transcription With Convolutional Sparse Coding. IEEE ACM Trans. Audio Speech Lang. Process. 24 (12) (2016)
Xiyang Luo, Brendt Wohlberg
Convolutional Laplacian sparse coding. SSIAI (2016)
Brendt Wohlberg
Boundary handling for convolutional sparse representations. ICIP (2016)
Brendt Wohlberg
Convolutional sparse representations as an image model for impulse noise restoration. IVMSP (2016)
Brendt Wohlberg
Convolutional sparse representation of color images. SSIAI (2016)
Ping-Keng Jao, Yi-Hsuan Yang, Brendt Wohlberg
Informed monaural source separation of music based on convolutional sparse coding. ICASSP (2015)
Suhas Sreehari, S. V. Venkatakrishnan, Brendt Wohlberg, Lawrence F. Drummy, Jeffrey P. Simmons, Charles A. Bouman
Plug-and-Play Priors for Bright Field Electron Tomography and Sparse Interpolation. CoRR (2015)
Michael S. Warren, Steven P. Brumby, Samuel W. Skillman, Tim Kelton, Brendt Wohlberg, Mark Mathis, Rick Chartrand, Ryan Keisler, Mark Johnson
Seeing the Earth in the Cloud: Processing one petabyte of satellite imagery in one day. AIPR (2015)
Paul Rodríguez, Brendt Wohlberg
Translational and rotational jitter invariant incremental principal component pursuit for video background modeling. ICIP (2015)
Andrea Cogliati, Zhiyao Duan, Brendt Wohlberg
Piano music transcription with fast convolutional sparse coding. MLSP (2015)
Diego Carrera, Giacomo Boracchi, Alessandro Foi, Brendt Wohlberg
Detecting anomalous structures by convolutional sparse models. IJCNN (2015)
Huiyi Hu, Brendt Wohlberg, Rick Chartrand
Task-driven dictionary learning for inpainting. ICASSP (2014)
Cesare Alippi, Giacomo Boracchi, Brendt Wohlberg
Change detection in streams of signals with sparse representations. ICASSP (2014)
Giacomo Boracchi, Diego Carrera, Brendt Wohlberg
Novelty detection in images by sparse representations. IES (2014)
Brendt Wohlberg
Endogenous convolutional sparse representations for translation invariant image subspace models. ICIP (2014)
Paul Rodríguez, Brendt Wohlberg
Performance comparison of iterative reweighting methods for total variation regularization. ICIP (2014)
Paul Rodríguez, Brendt Wohlberg
A Matlab implementation of a fast incremental principal component pursuit algorithm for Video Background Modeling. ICIP (2014)

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Publication Activity (10 Years)

Top Topics

Top Venues

Brendt Wohlberg