Bouman, Katherine L.

13 publications

ICCV 2025 Visual Surface Wave Elastography: Revealing Subsurface Physical Properties via Visible Surface Waves Alexander C. Ogren, Berthy T. Feng, Jihoon Ahn, Katherine L. Bouman, Chiara Daraio

NeurIPS 2024 Principled Probabilistic Imaging Using Diffusion Models as Plug-and-Play Priors Zihui Wu, Yu Sun, Yifan Chen, Bingliang Zhang, Yisong Yue, Katherine L. Bouman

CVPR 2024 Single View Refractive Index Tomography with Neural Fields Brandon Zhao, Aviad Levis, Liam Connor, Pratul P. Srinivasan, Katherine L. Bouman

ICCV 2023 Score-Based Diffusion Models as Principled Priors for Inverse Imaging Berthy T. Feng, Jamie Smith, Michael Rubinstein, Huiwen Chang, Katherine L. Bouman, William T. Freeman

CVPR 2022 Gravitationally Lensed Black Hole Emission Tomography Aviad Levis, Pratul P. Srinivasan, Andrew A. Chael, Ren Ng, Katherine L. Bouman

CVPR 2022 Visual Vibration Tomography: Estimating Interior Material Properties from Monocular Video Berthy T. Feng, Alexander C. Ogren, Chiara Daraio, Katherine L. Bouman

AAAI 2021 Deep Probabilistic Imaging: Uncertainty Quantification and Multi-Modal Solution Characterization for Computational Imaging He Sun, Katherine L. Bouman

ICCV 2021 Inference of Black Hole Fluid-Dynamics from Sparse Interferometric Measurements Aviad Levis, Daeyoung Lee, Joel A. Tropp, Charles F. Gammie, Katherine L. Bouman

CVPRW 2017 Multi-Resolution Data Fusion for Super-Resolution Electron Microscopy Suhas Sreehari, S. V. Venkatakrishnan, Katherine L. Bouman, Jeffrey P. Simmons, Lawrence F. Drummy, Charles A. Bouman

ICCV 2017 Turning Corners into Cameras: Principles and Methods Katherine L. Bouman, Vickie Ye, Adam B. Yedidia, Fredo Durand, Gregory W. Wornell, Antonio Torralba, William T. Freeman

CVPR 2016 Computational Imaging for VLBI Image Reconstruction Katherine L. Bouman, Michael D. Johnson, Daniel Zoran, Vincent L. Fish, Sheperd S. Doeleman, William T. Freeman

CVPR 2015 Visual Vibrometry: Estimating Material Properties from Small Motion in Video Abe Davis, Katherine L. Bouman, Justin G. Chen, Michael Rubinstein, Fredo Durand, William T. Freeman

ICCV 2013 Estimating the Material Properties of Fabric from Video Katherine L. Bouman, Bei Xiao, Peter Battaglia, William T. Freeman