Bouman, Katherine

Combined from CaltechAUTHORS

• Feng, Brandon Y. and Ferrer-Chávez, Rodrigo, el al. (2025) Exoplanet Imaging via Differentiable Rendering; IEEE Transactions on Computational Imaging; Vol. 11; 36-51; 10.1109/tci.2025.3525971
• Wu, Zihui and Yin, Tianwei, el al. (2024) Learning Task-Specific Strategies for Accelerated MRI; IEEE Transactions on Computational Imaging; 10.1109/tci.2024.3410521
• Levis, Aviad and Chael, Andrew A., el al. (2024) Orbital polarimetric tomography of a flare near the Sagittarius A* supermassive black hole; Nature Astronomy; 10.1038/s41550-024-02238-3
• Dey, Sreemanti and Saha, Snigdha, el al. (2024) Score-based Diffusion Models for Photoacoustic Tomography Image Reconstruction; ISBN 979-8-3503-4485-1; ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP); 2470-2474; 10.1109/icassp48485.2024.10447579
• Lin, Yvette Y. and Gao, Angela F., el al. (2024) Imaging An Evolving Black Hole By Leveraging Shared Structure; ISBN 979-8-3503-4485-1; ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP); 2475-2479; 10.1109/icassp48485.2024.10445896
• Torne, Pablo and Liu, Kuo, el al. (2023) A Search for Pulsars around Sgr A* in the First Event Horizon Telescope Data Set; Astrophysical Journal; Vol. 959; No. 1; 14; 10.3847/1538-4357/acf4f2
• Leong, Oscar and Gao, Angela F., el al. (2023) Discovering Structure From Corruption for Unsupervised Image Reconstruction; IEEE Transactions on Computational Imaging; Vol. 9; 992-1005; 10.1109/tci.2023.3325752
• Feng, Berthy T. and Smith, Jamie, el al. (2023) Score-Based Diffusion Models as Principled Priors for Inverse Imaging; ISBN 979-8-3503-0718-4; 2023 IEEE/CVF International Conference on Computer Vision (ICCV); 10486-10497; 10.1109/iccv51070.2023.00965
• Gao, Angela F. and Leong, Oscar, el al. (2023) Image Reconstruction without Explicit Priors; ISBN 9781728163277; 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP); 10.1109/icassp49357.2023.10096515
• Okino, Hiroki and Akiyama, Kazunori, el al. (2022) Collimation of the Relativistic Jet in the Quasar 3C 273; Astrophysical Journal; Vol. 940; No. 1; Art. No. 65; 10.3847/1538-4357/ac97e5
• Issaoun, Sara and Wielgus, Maciek, el al. (2022) Resolving the Inner Parsec of the Blazar J1924–2914 with the Event Horizon Telescope; Astrophysical Journal; Vol. 934; No. 2; Art. No. 145; 10.3847/1538-4357/ac7a40
• Connor, Liam and Bouman, Katherine L., el al. (2022) Deep radio-interferometric imaging with POLISH: DSA-2000 and weak lensing; Monthly Notices of the Royal Astronomical Society; Vol. 514; No. 2; 2614-2626; 10.1093/mnras/stac1329
• Sun, He and Bouman, Katherine L., el al. (2022) α-deep Probabilistic Inference (α-DPI): Efficient Uncertainty Quantification from Exoplanet Astrometry to Black Hole Feature Extraction; Astrophysical Journal; Vol. 932; No. 2; Art. No. 99; 10.3847/1538-4357/ac6be9
• Akiyama, Kazunori and Alberdi, Antxon, el al. (2022) First Sagittarius A* Event Horizon Telescope Results. IV. Variability, Morphology, and Black Hole Mass; Astrophysical Journal Letters; Vol. 930; No. 2; Art. No. L15; 10.3847/2041-8213/ac6736
• Akiyama, Kazunori and Alberdi, Antxon, el al. (2022) First Sagittarius A* Event Horizon Telescope Results. III. Imaging of the Galactic Center Supermassive Black Hole; Astrophysical Journal Letters; Vol. 930; No. 2; Art. No. L14; 10.3847/2041-8213/ac6429
• Akiyama, Kazunori and Alberdi, Antxon, el al. (2022) First Sagittarius A* Event Horizon Telescope Results. I. The Shadow of the Supermassive Black Hole in the Center of the Milky Way; Astrophysical Journal Letters; Vol. 930; No. 2; Art. No. L12; 10.3847/2041-8213/ac6674
• Akiyama, Kazunori and Alberdi, Antxon, el al. (2022) First Sagittarius A* Event Horizon Telescope Results. V. Testing Astrophysical Models of the Galactic Center Black Hole; Astrophysical Journal Letters; Vol. 930; No. 2; Art. No. L16; 10.3847/2041-8213/ac6672
• Broderick, Avery E. and Gold, Roman, el al. (2022) Characterizing and Mitigating Intraday Variability: Reconstructing Source Structure in Accreting Black Holes with mm-VLBI; Astrophysical Journal Letters; Vol. 930; No. 2; Art. No. L21; 10.3847/2041-8213/ac6584
• Wielgus, Maciek and Marchili, Nicola, el al. (2022) Millimeter Light Curves of Sagittarius A* Observed during the 2017 Event Horizon Telescope Campaign; Astrophysical Journal Letters; Vol. 930; No. 2; Art. No. L19; 10.3847/2041-8213/ac6428
• Georgiev, Boris and Pesce, Dominic W., el al. (2022) A Universal Power-law Prescription for Variability from Synthetic Images of Black Hole Accretion Flows; Astrophysical Journal Letters; Vol. 930; No. 2; Art. No. L20; 10.3847/2041-8213/ac65eb
• Farah, Joseph and Galison, Peter, el al. (2022) Selective Dynamical Imaging of Interferometric Data; Astrophysical Journal Letters; Vol. 930; No. 2; Art. No. L18; 10.3847/2041-8213/ac6615
• Akiyama, Kazunori and Alberdi, Antxon, el al. (2022) First Sagittarius A* Event Horizon Telescope Results. VI. Testing the Black Hole Metric; Astrophysical Journal Letters; Vol. 930; No. 2; Art. No. L17; 10.3847/2041-8213/ac6756
• Akiyama, Kazunori and Alberdi, Antxon, el al. (2022) First Sagittarius A* Event Horizon Telescope Results. II. EHT and Multiwavelength Observations, Data Processing, and Calibration; Astrophysical Journal Letters; Vol. 930; No. 2; Art. No. L13; 10.3847/2041-8213/ac6675
• Natarajan, Iniyan and Deane, Roger, el al. (2022) MeqSilhouette v2: spectrally resolved polarimetric synthetic data generation for the event horizon telescope; Monthly Notices of the Royal Astronomical Society; Vol. 512; No. 1; 490-504; 10.1093/mnras/stac531
• Cosner, Ryan K. and Jimenez Rodriguez, Ivan D., el al. (2022) Self-Supervised Online Learning for Safety-Critical Control using Stereo Vision; 10.48550/arXiv.2203.01404
• Satapathy, Kaushik and Psaltis, Dimitrios, el al. (2022) The Variability of the Black Hole Image in M87 at the Dynamical Timescale; Astrophysical Journal; Vol. 925; No. 1; Art. No. 13; 10.3847/1538-4357/ac332e
• Gao, Angela F. and Castellanos, Jorge C., el al. (2021) DeepGEM: Generalized Expectation-Maximization for Blind Inversion; ISBN 9781713845393; 35th Conference on Neural Information Processing Systems; 1-12
• Levis, Aviad and Lee, Daeyoung, el al. (2021) Inference of Black Hole Fluid-Dynamics from Sparse Interferometric Measurements; ISBN 978-1-6654-2812-5; 2021 IEEE/CVF International Conference on Computer Vision (ICCV); 2320-2329; 10.1109/iccv48922.2021.00234
• Janssen, Michael and Falcke, Heino, el al. (2021) Event Horizon Telescope observations of the jet launching and collimation in Centaurus A; Nature Astronomy; Vol. 5; No. 10; 1017-1028; 10.1038/s41550-021-01417-w
• Cosner, Ryan K. and Singletary, Andrew W., el al. (2021) Measurement-Robust Control Barrier Functions: Certainty in Safety with Uncertainty in State; ISBN 978-1-6654-1715-0; 2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS); 6286-6291; 10.1109/IROS51168.2021.9636584
• Varadarajan, Divya and Bouman, Katherine L., el al. (2021) Unsupervised learning of MRI tissue properties using MRI physics models; 10.48550/arXiv.2107.02704
• Sun, He and Bouman, Katherine L. (2021) Deep Probabilistic Imaging: Uncertainty Quantification and Multi-modal Solution Characterization for Computational Imaging; 10.48550/arXiv.2010.14462
• Kocherlakota, Prashant and Rezzolla, Luciano, el al. (2021) Constraints on black-hole charges with the 2017 EHT observations of M87*; Physical Review D; Vol. 103; No. 10; Art. No. 104047; 10.1103/physrevd.103.104047
• Yin, Tianwei and Wu, Zihui, el al. (2021) End-to-End Sequential Sampling and Reconstruction for MR Imaging; 10.48550/arXiv.2105.06460
• Narayan, Ramesh and Palumbo, Daniel C. M., el al. (2021) The Polarized Image of a Synchrotron-emitting Ring of Gas Orbiting a Black Hole; Astrophysical Journal; Vol. 912; No. 1; Art. No. 35; 10.3847/1538-4357/abf117
• Algaba, J. C. and Anczarski, J., el al. (2021) Broadband Multi-wavelength Properties of M87 during the 2017 Event Horizon Telescope Campaign; Astrophysical Journal Letters; Vol. 911; No. 1; Art. No. L11; 10.3847/2041-8213/abef71
• Feng, Berthy T. and Ogren, Alexander C., el al. (2021) Visual Vibration Tomography: Estimating Interior Material Properties from Monocular Video; 10.48550/arXiv.2104.02735
• Goddi, Ciriaco and Martí-Vidal, Iván, el al. (2021) Polarimetric Properties of Event Horizon Telescope Targets from ALMA; Astrophysical Journal Letters; Vol. 910; No. 1; Art. No. L14; 10.3847/2041-8213/abee6a
• Akiyama, Kazunori and Algaba, Juan Carlos, el al. (2021) First M87 Event Horizon Telescope Results. VIII. Magnetic Field Structure near The Event Horizon; Astrophysical Journal Letters; Vol. 910; No. 1; Art. No. L13; 10.3847/2041-8213/abe4de
• Akiyama, Kazunori and Algaba, Juan Carlos, el al. (2021) First M87 Event Horizon Telescope Results. VII. Polarization of the Ring; Astrophysical Journal Letters; Vol. 910; No. 1; Art. No. L12; 10.3847/2041-8213/abe71d
• Cardona, Jennifer L. and Bouman, Katherine L., el al. (2020) Wind speed inference from environmental flow-structure interactions; 10.48550/arXiv.2011.09609
• Wielgus, Maciek and Akiyama, Kazunori, el al. (2020) Monitoring the Morphology of M87* in 2009–2017 with the Event Horizon Telescope; Astrophysical Journal; Vol. 901; No. 1; Art. No. 67; 10.3847/1538-4357/abac0d
• Kim, Jae-Young and Krichbaum, Thomas P., el al. (2020) Event Horizon Telescope imaging of the archetypal blazar 3C 279 at an extreme 20 microarcsecond resolution; Astronomy and Astrophysics; Vol. 640; Art. No. A69; 10.1051/0004-6361/202037493
• Gold, Roman and Broderick, Avery E., el al. (2020) Verification of Radiative Transfer Schemes for the EHT; Astrophysical Journal; Vol. 897; No. 2; Art. No. 148; 10.3847/1538-4357/ab96c6
• Broderick, Avery E. and Gold, Roman, el al. (2020) THEMIS: A Parameter Estimation Framework for the Event Horizon Telescope; Astrophysical Journal; Vol. 897; No. 2; Art. No. 139; 10.3847/1538-4357/ab91a4
• Lazio, T. Joseph W. and Brisken, Walter, el al. (2020) Space VLBI 2020: Science and Technology Futures Conference Summary; 10.48550/arXiv.2005.12767
• Roelofs, F. and Janssen, M., el al. (2020) SYMBA: An end-to-end VLBI synthetic data generation pipeline. Simulating Event Horizon Telescope observations of M 87; Astronomy and Astrophysics; Vol. 636; Art.No. A5; 10.1051/0004-6361/201936622
• Sun, He and Dalca, Adrian V., el al. (2020) Learning a Probabilistic Strategy for Computational Imaging Sensor Selection; ISBN 9781728152301; 2020 IEEE International Conference on Computational Photography (ICCP); 1-12; 10.1109/iccp48838.2020.9105133
• Bouman, Katherine L. (2020) Portrait of a Black Hole; IEEE Spectrum; Vol. 57; No. 2; 22-29
• Blackburn, Lindy and Doeleman, Sheperd, el al. (2019) Studying Black Holes on Horizon Scales with VLBI Ground Arrays; 10.48550/arXiv.1909.01411
• Haworth, Kari and Johnson, Michael D., el al. (2019) Studying black holes on horizon scales with space-VLBI; 10.48550/arXiv.1909.01405
• Xue, Tianfan and Wu, Jiajun, el al. (2019) Visual Dynamics: Stochastic Future Generation via Layered Cross Convolutional Networks; IEEE Transactions on Pattern Analysis and Machine Intelligence; Vol. 41; No. 9; 2236-2250; 10.1109/tpami.2018.2854726
• Palumbo, Daniel C. M. and Doeleman, Sheperd S., el al. (2019) Metrics and Motivations for Earth-Space VLBI: Time-resolving Sgr A* with the Event Horizon Telescope; Astrophysical Journal; Vol. 881; No. 1; Art. No. 62; 10.3847/1538-4357/ab2bed
• Porth, Oliver and Bouman, Katherine L., el al. (2019) The Event Horizon General Relativistic Magnetohydrodynamic Code Comparison Project; Astrophysical Journal Supplement Series; Vol. 243; No. 2; Art. No. 26; 10.3847/1538-4365/ab29fd
• Hallinan, G. and Ravi, V., el al. (2019) The DSA-2000 - A Radio Survey Camera; 10.48550/arXiv.1907.07648
• Akiyama, Kazunori and Bouman, Katherine L., el al. (2019) First M87 Event Horizon Telescope Results. VI. The Shadow and Mass of the Central Black Hole; Astrophysical Journal Letters; Vol. 875; No. 1; Art. No. L6; 10.3847/2041-8213/ab1141
• Akiyama, Kazunori and Bouman, Katherine L., el al. (2019) First M87 Event Horizon Telescope Results. I. The Shadow of the Supermassive Black Hole; Astrophysical Journal Letters; Vol. 875; No. 1; Art. No. L1; 10.3847/2041-8213/ab0ec7
• Akiyama, Kazunori and Bouman, Katherine L., el al. (2019) First M87 Event Horizon Telescope Results. II. Array and Instrumentation; Astrophysical Journal Letters; Vol. 875; No. 1; Art. No. L2; 10.3847/2041-8213/ab0c96
• Akiyama, Kazunori and Bouman, Katherine L., el al. (2019) First M87 Event Horizon Telescope Results. III. Data Processing and Calibration; Astrophysical Journal Letters; Vol. 875; No. 1; Art. No. L3; 10.3847/2041-8213/ab0c57
• Akiyama, Kazunori and Bouman, Katherine L., el al. (2019) First M87 Event Horizon Telescope Results. V. Physical Origin of the Asymmetric Ring; Astrophysical Journal Letters; Vol. 875; No. 1; Art. No. L5; 10.3847/2041-8213/ab0f43
• Akiyama, Kazunori and Bouman, Katherine L., el al. (2019) First M87 Event Horizon Telescope Results. IV. Imaging the Central Supermassive Black Hole; Astrophysical Journal Letters; Vol. 875; No. 1; Art. No. L4; 10.3847/2041-8213/ab0e85
• Blackburn, Lindy and Chan, Chi-kwan, el al. (2019) EHT-HOPS pipeline for millimeter VLBI data reduction; 10.48550/arXiv.1903.08832
• Dalca, Adrian V. and Bouman, Katherine L., el al. (2019) Medical Image Imputation From Image Collections; IEEE Transactions on Medical Imaging; Vol. 38; No. 2; 504-514; 10.1109/tmi.2018.2866692
• Issaoun, S. and Bouman, K. L. (2019) The Size, Shape, and Scattering of Sagittarius A* at 86 GHz: First VLBI with ALMA; Astrophysical Journal; Vol. 871; No. 1; Art. No. 30; 10.3847/1538-4357/aaf732
• Chael, Andrew A. and Johnson, Michael D., el al. (2018) Interferometric Imaging Directly with Closure Phases and Closure Amplitudes; Astrophysical Journal; Vol. 857; No. 1; Art. No. 23; 10.3847/1538-4357/aab6a8
• Johnson, Michael D. and Bouman, Katherine L., el al. (2017) Dynamical Imaging with Interferometry; Astrophysical Journal; Vol. 850; No. 2; Art. No. 172; 10.3847/1538-4357/aa97dd
• Bouman, Katherine L. and Johnson, Michael D., el al. (2017) Reconstructing Video from Interferometric Measurements of Time-Varying Sources; 10.48550/arXiv.1711.01357
• Bouman, Katherine L. and Ye, Vickie, el al. (2017) Turning Corners into Cameras: Principles and Methods; ISBN 9781538610329; 2017 IEEE International Conference on Computer Vision (ICCV); 2289-2297; 10.1109/iccv.2017.249
• Sreehari, Suhas and Venkatakrishnan, S. V., el al. (2017) Multi-Resolution Data Fusion for Super-Resolution Electron Microscopy; ISBN 9781538607336; 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW); 1084-1092; 10.1109/cvprw.2017.146
• Dalca, Adrian V. and Bouman, Katherine L., el al. (2017) Population Based Image Imputation; ISBN 9783319590493; Information Processing in Medical Imaging. IPMI 2017; 659-671; 10.1007/978-3-319-59050-9_52
• Davis, Abe and Bouman, Katherine L., el al. (2017) Visual Vibrometry: Estimating Material Properties from Small Motions in Video; IEEE Transactions on Pattern Analysis and Machine Intelligence; Vol. 39; No. 4; 732-745; 10.1109/tpami.2016.2622271
• Akiyama, Kazunori and Kuramochi, Kazuki, el al. (2017) Imaging the Schwarzschild-radius-scale Structure of M87 with the Event Horizon Telescope Using Sparse Modeling; Astrophysical Journal; Vol. 838; No. 1; Art. No. 1; 10.3847/1538-4357/aa6305
• Fish, Vincent L. and Akiyama, Kazunori, el al. (2016) Observing—and Imaging—Active Galactic Nuclei with the Event Horizon Telescope; Galaxies; Vol. 4; No. 4; Art. No. 54; 10.3390/galaxies4040054
• Xue, Tianfan and Wu, Jiajun, el al. (2016) Visual Dynamics: Probabilistic Future Frame Synthesis via Cross Convolutional Networks; ISBN 9781510838819; Advances in Neural Information Processing Systems (NIPS 2016); 10.48550/arXiv.1607.02586
• Chael, Andrew A. and Johnson, Michael D., el al. (2016) High-resolution Linear Polarimetric Imaging for the Event Horizon Telescope; Astrophysical Journal; Vol. 829; No. 1; Art. No. 11; 10.3847/0004-637x/829/1/11
• Bouman, Katherine L. and Johnson, Michael D., el al. (2016) Computational Imaging for VLBI Image Reconstruction; ISBN 9781467388511; 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR); 913-922; 10.1109/cvpr.2016.105
• Fish, Vincent L. and Johnson, Michael D., el al. (2014) Imaging an Event Horizon: Mitigation of Scattering toward Sagittarius A*; Astrophysical Journal; Vol. 795; No. 2; Art. No. 134; 10.1088/0004-637x/795/2/134
• Bouman, Katherine L. and Xiao, Bei, el al. (2013) Estimating the Material Properties of Fabric from Video; ISBN 9781479928408; 2013 IEEE International Conference on Computer Vision; 1984-1991; 10.1109/iccv.2013.455
• Ni, Karl and Phelps, Ethan, el al. (2012) Training image classifiers with similarity metrics, linear programming, and minimal supervision; ISBN 9781467350518; 2012 Conference Record of the Forty Sixth Asilomar Conference on Signals, Systems and Computers (ASILOMAR); 1979-1983; 10.1109/acssc.2012.6489386
• Bouman, Katherine L. and Abdollahian, Golnaz, el al. (2011) A Low Complexity Sign Detection and Text Localization Method for Mobile Applications; IEEE Transactions on Multimedia; Vol. 13; No. 5; 922-934; 10.1109/tmm.2011.2154317
• Bouman, Katherine and Ramachandra, Vikas, el al. (2011) RAW camera DPCM compression performance analysis; ISBN 9780819484048; Image Quality and System Performance VIII; Art. No. 78670N; 10.1117/12.872637
• Bouman, Katherine L. and Abdollahian, Golnaz, el al. (2010) A low complexity method for detection of text area in natural images; ISBN 9781424442959; 2010 IEEE International Conference on Acoustics, Speech and Signal Processing; 1050-1053; 10.1109/icassp.2010.5495331