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ORCIDKatherine L. Bouman
Person information
- affiliation: California Institute of Technology, Pasadena, CA, USA
- affiliation: Massachusetts Institute of Technology (MIT), CSAIL, Cambridge, MA, USA
- affiliation: University of Michigan, Department of Electrical Engineering and Computer Science, Ann Arbor, MI, USA
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2020 – today
- 2022
[c18]Berthy T. Feng
, Alexander C. Ogren, Chiara Daraio, Katherine L. Bouman:
Visual Vibration Tomography: Estimating Interior Material Properties from Monocular Video. CVPR 2022: 16210-16219- [c17]Aviad Levis, Pratul P. Srinivasan, Andrew A. Chael, Ren Ng, Katherine L. Bouman:
Gravitationally Lensed Black Hole Emission Tomography. CVPR 2022: 19809-19818 - [c16]Ryan K. Cosner, Ivan D. Jimenez Rodriguez, Tamás G. Molnár, Wyatt Ubellacker, Yisong Yue, Aaron D. Ames, Katherine L. Bouman:
Self-Supervised Online Learning for Safety-Critical Control using Stereo Vision. ICRA 2022: 11487-11493 - [i15]He Sun, Katherine L. Bouman, Paul Tiede, Jason J. Wang, Sarah Blunt, Dimitri Mawet:
alpha-Deep Probabilistic Inference (alpha-DPI): efficient uncertainty quantification from exoplanet astrometry to black hole feature extraction. CoRR abs/2201.08506 (2022) - [i14]Ryan K. Cosner, Ivan D. Jimenez Rodriguez, Tamás G. Molnár, Wyatt Ubellacker, Yisong Yue, Aaron D. Ames, Katherine L. Bouman:
Self-Supervised Online Learning for Safety-Critical Control using Stereo Vision. CoRR abs/2203.01404 (2022) - [i13]Aviad Levis, Pratul P. Srinivasan, Andrew A. Chael, Ren Ng, Katherine L. Bouman:
Gravitationally Lensed Black Hole Emission Tomography. CoRR abs/2204.03715 (2022) - 2021
- [c15]He Sun, Katherine L. Bouman:
Deep Probabilistic Imaging: Uncertainty Quantification and Multi-modal Solution Characterization for Computational Imaging. AAAI 2021: 2628-2637 - [c14]Aviad Levis, Daeyoung Lee, Joel A. Tropp, Charles F. Gammie, Katherine L. Bouman:
Inference of Black Hole Fluid-Dynamics from Sparse Interferometric Measurements. ICCV 2021: 2320-2329 - [c13]Ryan K. Cosner, Andrew W. Singletary, Andrew J. Taylor, Tamás G. Molnár, Katherine L. Bouman, Aaron D. Ames:
Measurement-Robust Control Barrier Functions: Certainty in Safety with Uncertainty in State. IROS 2021: 6286-6291 - [c12]Tianwei Yin, Zihui Wu, He Sun, Adrian V. Dalca, Yisong Yue, Katherine L. Bouman:
End-to-End Sequential Sampling and Reconstruction for MRI. ML4H@NeurIPS 2021: 261-281 - [c11]Angela F. Gao, Jorge C. Castellanos, Yisong Yue, Zachary E. Ross, Katherine L. Bouman:
DeepGEM: Generalized Expectation-Maximization for Blind Inversion. NeurIPS 2021: 11592-11603 - [i12]Berthy Feng, Alexander C. Ogren, Chiara Daraio, Katherine L. Bouman:
Visual Vibration Tomography: Estimating Interior Material Properties from Monocular Video. CoRR abs/2104.02735 (2021) - [i11]Ryan K. Cosner, Andrew W. Singletary, Andrew J. Taylor, Tamás G. Molnár, Katherine L. Bouman, Aaron D. Ames:
Measurement-Robust Control Barrier Functions: Certainty in Safety with Uncertainty in State. CoRR abs/2104.14030 (2021) - [i10]Tianwei Yin, Zihui Wu, He Sun, Adrian V. Dalca, Yisong Yue, Katherine L. Bouman:
End-to-End Sequential Sampling and Reconstruction for MR Imaging. CoRR abs/2105.06460 (2021) - [i9]Divya Varadarajan, Katherine L. Bouman, André J. W. van der Kouwe, Bruce Fischl, Adrian V. Dalca:
Unsupervised learning of MRI tissue properties using MRI physics models. CoRR abs/2107.02704 (2021) - 2020
- [c10]He Sun, Adrian V. Dalca, Katherine L. Bouman:
Learning a Probabilistic Strategy for Computational Imaging Sensor Selection. ICCP 2020: 1-12 - [i8]He Sun, Adrian V. Dalca, Katherine L. Bouman:
Learning a Probabilistic Strategy for Computational Imaging Sensor Selection. CoRR abs/2003.10424 (2020) - [i7]He Sun, Katherine L. Bouman:
Deep Probabilistic Imaging: Uncertainty Quantification and Multi-modal Solution Characterization for Computational Imaging. CoRR abs/2010.14462 (2020)
2010 – 2019
- 2019
- [j5]Tianfan Xue, Jiajun Wu, Katherine L. Bouman, William T. Freeman:
Visual Dynamics: Stochastic Future Generation via Layered Cross Convolutional Networks. IEEE Trans. Pattern Anal. Mach. Intell. 41(9): 2236-2250 (2019) - [j4]Adrian V. Dalca, Katherine L. Bouman, William T. Freeman, Natalia S. Rost, Mert R. Sabuncu, Polina Golland:
Medical Image Imputation From Image Collections. IEEE Trans. Medical Imaging 38(2): 504-514 (2019) - 2018
- [j3]Katherine L. Bouman, Michael D. Johnson, Adrian V. Dalca, Andrew A. Chael, Freek Roelofs, Sheperd S. Doeleman, William T. Freeman:
Reconstructing Video of Time-Varying Sources From Radio Interferometric Measurements. IEEE Trans. Computational Imaging 4(4): 512-527 (2018) - [i6]Tianfan Xue, Jiajun Wu, Katherine L. Bouman, William T. Freeman:
Visual Dynamics: Stochastic Future Generation via Layered Cross Convolutional Networks. CoRR abs/1807.09245 (2018) - [i5]Adrian V. Dalca, Katherine L. Bouman, William T. Freeman, Natalia S. Rost, Mert R. Sabuncu, Polina Golland:
Medical Image Imputation from Image Collections. CoRR abs/1808.05732 (2018) - 2017
- [b1]Katherine Louise Bouman:
Extreme imaging via physical model inversion: seeing around corners and imaging black holes. Massachusetts Institute of Technology, Cambridge, USA, 2017 - [j2]Abe Davis, Katherine L. Bouman, Justin G. Chen, Michael Rubinstein, Oral Büyüköztürk, Frédo Durand, William T. Freeman:
Visual Vibrometry: Estimating Material Properties from Small Motions in Video. IEEE Trans. Pattern Anal. Mach. Intell. 39(4): 732-745 (2017) - [c9]Suhas Sreehari, S. V. Venkatakrishnan, Katherine L. Bouman, Jeffrey P. Simmons, Lawrence F. Drummy, Charles A. Bouman:
Multi-Resolution Data Fusion for Super-Resolution Electron Microscopy. CVPR Workshops 2017: 1084-1092 - [c8]Katherine L. Bouman, Vickie Ye, Adam B. Yedidia, Frédo Durand, Gregory W. Wornell, Antonio Torralba, William T. Freeman:
Turning Corners into Cameras: Principles and Methods. ICCV 2017: 2289-2297 - [c7]Adrian V. Dalca, Katherine L. Bouman, William T. Freeman, Natalia S. Rost, Mert R. Sabuncu, Polina Golland:
Population Based Image Imputation. IPMI 2017: 659-671 - [i4]Katherine L. Bouman, Michael D. Johnson, Adrian V. Dalca, Andrew A. Chael, Freek Roelofs, Sheperd S. Doeleman, William T. Freeman:
Reconstructing Video from Interferometric Measurements of Time-Varying Sources. CoRR abs/1711.01357 (2017) - 2016
- [c6]Katherine L. Bouman, Michael D. Johnson, Daniel Zoran, Vincent L. Fish, Sheperd S. Doeleman, William T. Freeman:
Computational Imaging for VLBI Image Reconstruction. CVPR 2016: 913-922 - [c5]Tianfan Xue, Jiajun Wu, Katherine L. Bouman, Bill Freeman:
Visual Dynamics: Probabilistic Future Frame Synthesis via Cross Convolutional Networks. NIPS 2016: 91-99 - [i3]Tianfan Xue, Jiajun Wu, Katherine L. Bouman, William T. Freeman:
Visual Dynamics: Probabilistic Future Frame Synthesis via Cross Convolutional Networks. CoRR abs/1607.02586 (2016) - [i2]Suhas Sreehari, S. V. Venkatakrishnan, Katherine L. Bouman, Jeffrey P. Simmons, Lawrence F. Drummy, Charles A. Bouman:
Multi-resolution Data Fusion for Super-Resolution Electron Microscopy. CoRR abs/1612.00874 (2016) - 2015
- [c4]Abe Davis, Katherine L. Bouman, Justin G. Chen, Michael Rubinstein, Frédo Durand, William T. Freeman:
Visual vibrometry: Estimating material properties from small motions in video. CVPR 2015: 5335-5343 - [i1]Katherine L. Bouman, Michael D. Johnson, Daniel Zoran, Vincent L. Fish, Sheperd S. Doeleman, William T. Freeman:
Computational Imaging for VLBI Image Reconstruction. CoRR abs/1512.01413 (2015) - 2013
- [c3]Katherine L. Bouman, Bei Xiao, Peter W. Battaglia, William T. Freeman:
Estimating the Material Properties of Fabric from Video. ICCV 2013: 1984-1991 - 2012
- [c2]Karl S. Ni, Ethan Phelps, Katherine L. Bouman, Nadya T. Bliss:
Training image classifiers with similarity metrics, linear programming, and minimal supervision. ACSCC 2012: 1979-1983 - 2011
- [j1]Katherine L. Bouman, Golnaz Abdollahian, Mireille Boutin, Edward J. Delp:
A Low Complexity Sign Detection and Text Localization Method for Mobile Applications. IEEE Trans. Multim. 13(5): 922-934 (2011) - 2010
- [c1]Katherine L. Bouman, Golnaz Abdollahian, Mireille Boutin, Edward J. Delp:
A low complexity method for detection of text area in natural images. ICASSP 2010: 1050-1053
Coauthor Index
aka: Bill Freeman
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last updated on 2022-12-08 23:18 CET by the dblp team
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