Bouman, Katherine

Book Chapter from CaltechAUTHORS

• 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
• 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
• 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
• 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
• 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. 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
• 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
• 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
• 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 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