Brendt Wohlberg - Publications, H-index & Citations | Canyam

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Brendt Wohlberg

los alamos national laboratory

36H-index

236Paper Count

6.1KCitation Count

Published Papers 36

Publication Date

Survey of Deep Learning and Physics-Based Approaches in Computational Wave Imaging

Proceedings of the IEEE

IF25.9

2026-04-24

0

PREAI

Youzuo Lin; Shihang Feng; James Theiler; Yinpeng Chen; Umberto Villa; Jing Rao; John Greenhall; Cristian Pantea; Mark A. Anastasio; Brendt Wohlberg

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An Adaptive Multiparameter Penalty Selection Method for Multiconstraint and Multiblock ADMM

IEEE Open Journal of Signal Processing

IF2.7

2026-02-13

0

OAAI

Luke Lozenski; Michael T. McCann; Brendt Wohlberg

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Ptychography Using Blind Multi-Mode PMACE

IEEE Transactions on Computational Imaging

IF4.8

2025-01-01

0

PREAI

Qiuchen Zhai; Gregery T. Buzzard; Kevin M. Mertes; Brendt Wohlberg; Charles A. Bouman

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Closed-Form Approximation of the Total Variation Proximal Operator

IEEE TRANSACTIONS ON COMPUTATIONAL IMAGING

IF4.8

2025-01-01

0

PREAI

Chandler, Edward P.; Shoushtari, Shirin; Wohlberg, Brendt; Kamilov, Ulugbek S.

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Morphology of Copper Nanofoams for Radiation Hydrodynamics and Fusion Applications Investigated by 3D Ptychotomography

IF9.1

2024-08-01

1

PREAI

Carr, Adra; Sechrest, Yancey; Mertes, Kevin; Patterson, Brian Martin; Wohlberg, Brendt; Hancock, Levi; Sirica, Nicholas; Sandberg, Richard; Sweeney, Christine; Hunter, James; Ward, William; Seaberg, Matthew H.; Zhu, Diling; Esposito, Vincent; Galtier, Eric; Song, Sanghoon; Baumann, Theodore F.; Stadermann, Michael; Gleason, Arianna; Weisse-Bernstein, Nina R.

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The Foundations of Computational Imaging: A signal processing perspective

IEEE SIGNAL PROCESSING MAGAZINE

IF9.6

2023-07-01

4

OAAI

Karl, W. Clem; Fowler, James E.; Bouman, Charles A.; Cetin, Mujdat; Wohlberg, Brendt; Ye, Jong Chul

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Plug-and-Play Methods for Integrating Physical and Learned Models in Computational Imaging: Theory, algorithms, and applications

IEEE SIGNAL PROCESSING MAGAZINE

IF9.6

2023-01-01

65

OAAI

Kamilov, Ulugbek S.; Bouman, Charles A.; Buzzard, Gregery T.; Wohlberg, Brendt

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Physics-Guided Data-Driven Seismic Inversion: Recent progress and future opportunities in full-waveform inversion

IEEE SIGNAL PROCESSING MAGAZINE

IF9.6

2023-01-01

18

PREAI

Lin, Youzuo; Theiler, James; Wohlberg, Brendt

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Coordinate-Based Seismic Interpolation in Irregular Land Survey: A Deep Internal Learning Approach

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2023-01-01

9

OAAI

Goyes-Penafiel, Paul; Vargas, Edwin; Correa, Claudia V.; Sun, Yu; Kamilov, Ulugbek S.; Wohlberg, Brendt; Arguello, Henry

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Physics-Consistent Data-Driven Waveform Inversion With Adaptive Data Augmentation

ieee geoscience and remote sensing magazine

IF4.4

2022-01-01

17

OAAI

Rojas-Gomez, Renan; Yang, Jihyun; Lin, Youzuo; Theiler, James; Wohlberg, Brendt

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InversionNet3D: Efficient and Scalable Learning for 3-D Full-Waveform Inversion

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2022-01-01

11

OAAI

Zeng, Qili; Feng, Shihang; Wohlberg, Brendt; Lin, Youzuo

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A Consensus Equilibrium Approach for 3-D Land Seismic Shots Recovery

ieee geoscience and remote sensing magazine

IF4.4

2022-01-01

6

OAAI

Goyes-Penafiel, Paul; Vargas, Edwin; Correa, Claudia V.; Agudelo, William; Wohlberg, Brendt; Arguello, Henry

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Connect the Dots: In Situ 4-D Seismic Monitoring of CO2 Storage With Spatio-Temporal CNNs

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2022-01-01

6

OAAI

Feng, Shihang; Zhang, Xitong; Wohlberg, Brendt; Symons, Neill P.; Lin, Youzuo

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Multiscale Data-Driven Seismic Full-Waveform Inversion With Field Data Study

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2022-01-01

29

OAAI

Feng, Shihang; Lin, Youzuo; Wohlberg, Brendt

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PSF Estimation in Crowded Astronomical Imagery as a Convolutional Dictionary Learning Problem

ieee signal processing magazine

IF3.9

2021-01-01

4

OAAI

Wohlberg, Brendt; Wozniak, Przemek

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Provable Convergence of Plug-and-Play Priors With MMSE Denoisers

ieee signal processing magazine

IF3.9

2020-01-01

54

OAAI

Xu, Xiaojian; Sun, Yu; Liu, Jiaming; Wohlberg, Brendt; Kamilov, Ulugbek S.

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A Plug-and-Play Priors Approach for Solving Nonlinear Imaging Inverse Problems

ieee signal processing magazine

IF3.9

2017-12-01

192

OAAI

Kamilov, Ulugbek S.; Mansour, Hassan; Wohlberg, Brendt

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Sparse Overcomplete Denoising: Aggregation Versus Global Optimization

ieee signal processing magazine

IF3.9

2017-10-01

8

OAAI

Carrera, Diego; Boracchi, Giacomo; Foi, Alessandro; Wohlberg, Brendt

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Piano Transcription With Convolutional Sparse Lateral Inhibition

ieee signal processing magazine

IF3.9

2017-04-01

13

OAAI

Cogliati, Andrea; Duan, Zhiyao; Wohlberg, Brendt

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Context-Dependent Piano Music Transcription With Convolutional Sparse Coding

IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING

IF5.1

2016-12-01

24

OAAI

Cogliati, Andrea; Duan, Zhiyao; Wohlberg, Brendt

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