Conference Papers
- K.L. Bouman, V. Ye, A.B. Yedidia, F. Durand, G.W. Wornell, A. Torralba, W.T. Freeman. Turning Corners into Cameras: Principles and Methods. Proceedings of the International Confrence on Computer Vision (ICCV), Venice, Italy, October 2017 (Spotlight presentation, "Best Poster" at ICCP 2017) Paper | Supplemental Doc | Project Website & Code | Overview Video
- A.V. Dalca, K.L. Bouman, W.T. Freeman, M.R. Sabuncu, N.S. Rost, P. Golland. Population Based Image Imputation. International Conference on Information Processing and Medical Imaging (IPMI). 2017 (Best Poster at IPMI) Paper
- T. Xue*, J. Wu*, K. Bouman, W. Freeman, "Visual Dynamics: Probabilistic Future Frame Synthesis via Cross Convolutional Networks", The Conference and Workshop on Neural Information Processing Systems (NIPS), Barcelona, Spain, December 2016 (* Equal contribution, Oral presentation) arXiv Paper | Project Website | Overview Video
- K. Bouman, M. Johnson, D. Zoran, V. Fish, S. Doeleman, W. Freeman, "Computational Imaging for VLBI Image Reconstruction", IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), Las Vegas, NV, June 2016 (Oral presentation) Paper | VLBI Dataset Website | EHT Imaging Code
- A. Davis*, K. Bouman*, J. Chen, M. Rubinstein, F. Durand, W. Freeman, "Visual Vibrometry: Estimating Material Properties from Small Motions in Video", IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), Boston, MA, June 2015 (* Equal contribution, Oral presentation) Paper | Project Website | Overview Video
- K. Bouman, B. Xiao, P. Battaglia, and W. Freeman, "Estimating the Material Properties of Fabric from Video", Proceedings of the International Confrence on Computer Vision (ICCV), Sydney, Australia, December 2013. Paper | Project Website | Overview Video
- K. Ni, E. Phelps, K. Bouman, and N. Bliss, "Training Image Classifiers with Similarity Metrics, Linear Programming, and Minimal Supervision", Proceedings of the Asilomar 2012 Conference, Pacific Grove, CA, November 2012. Paper | PPT
- K. Bouman, V. Ramachandra, K. Atanassov, M. Aleksic, and S.R. Goma, "RAW Camera DPCM Compression Performance Analysis ," Proceedings of the IS&T/SPIE Conference on Digital Photography VII, vol. 7867, San Francisco CA, Jan. 24-25, 2011. Paper
- K. Bouman, G. Abdollahian, M. Boutin, and E. Delp, “A Low Complexity Method for Detection of Text Area in Natural Images,” IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Dallas, TX, March 14-19, 2010. Paper
Journal Papers
- S. Issaoun, MD. Johnson, L Blackburn, CD Brinkerink, M Moscibrodzka, A Chael, C Goddi, I Marti-Vidal, J Wagner, SS Doeleman, H Falcke, TP Krichbaum, K Akiyama, U Bach, KL Bouman, GC Bower, A Broderick, I Cho, G Crew, J Dexter, V Fish, R Gold, JL Gomez, K Hada, A Hernandez-Gomez, M Janssen, M Kino, M Kramer, L Loinard, R-S Lu, S Markoff, DP Marrone, LD Matthews, JM Moran, C Muller, F Roelofs, E Ros, H Rottmann, S Sanchez, RP. J Tilanus, P de Vicente, M Wielgus, JA Zensus, G-Y Zhao., "The Size, Shape, and Scattering of Sagittarius A* at 86 GHz: First VLBI with ALMA,"
The Astrophysical Journal, 2019. Paper
- A.V. Dalca, K.L. Bouman, W.T. Freeman, M.R. Sabuncu, N.S. Rost, P. Golland, "Medical Image Imputation from Image Collections,"
IEEE Transactions on Medical Imaging, 2018. Paper
- T. Xue*, J. Wu*, K. Bouman, W. Freeman, "Visual Dynamics: Stochastic Future Generation via Layered Cross Convolutional Networks,"
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2018. Paper | Project Website & Code
- K. Bouman, M. Johnson, A. Dalca, A. Chael, F. Roelofs, S. Doeleman, W. Freeman, "Reconstructing Video from Interferometric Measurements of Time-Varying Sources,"
IEEE Transactions on Computational Imaging, 2018. Paper | Supplemental Doc | Overview Video | EHT Imaging Code
- A. Chael, M. Johnson, K. Bouman, L. Blackburn, K. Akiyama, R. Narayan, " Interferometric Imaging Directly with Closure Phases and Closure Amplitudes,"
The Astrophysical Journal, 2018 arXiv Paper
- M. Johnson, K. Bouman, L. Blackburn, A. Chael, J. Rosen, H. Shiokawa, F. Roelofs, K. Akiyama,
V. Fish, S. Doeleman, "Dynamical Imaging with Interferometry," The Astrophysical Journal, 2017 arXiv Paper
- K. Akiyama, K. Kuramochi, S. Ikeda, V.L. Fish, F. Tazaki, M. Honma, S.S. Doeleman, A. Broderick, J. Dexter, M. Mościbrodzka, K.L. Bouman, A. Chael, M. Zaizen, "Imaging the Schwarzschild-radius-scale Structure of M87 with the Event Horizon Telescope using Sparse Modeling", The Astrophysical Journal, 2017. arXiv Paper | Website
- A. Davis*, K. Bouman*, J. Chen, M. Rubinstein, O Buyukozturk, F. Durand, W. Freeman, "Visual Vibrometry: Estimating Material Properties from Small Motions in Video", IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2016. (* Equal contribution) Paper | IEEE Xplore
- V. Fish, K. Akiyama, K. Bouman, A. Chael, M. Johnson, S. Doeleman, L. Blackburn, J. Wardle, W. Freeman, "Observing—and Imaging—Active Galactic Nuclei with the Event Horizon Telescope",Galaxies, 2016. Paper | Website
- A. Chael, M. Johnson, R. Narayan, S. Doeleman, J. Wardle, K. Bouman. "High Resolution Linear Polarimetric Imaging for the Event Horizon Telescope", The Astrophysical Journal, 2016. arXiv Paper | Website
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V. Fish, M. Johnson, R. Lu, S. Doeleman, K. Bouman,
D. Zoran, W. Freeman, D. Psaltis, R. Narayan, V. Pankratius, A. Broderick, C. Gwinn, L. Vertatschitsch
"Imaging an Event Horizon: Mitigation of Scattering toward Sagittarius A*", The Astrophysical Journal, 2014, Volume 795, Issue 2 Paper
- K. Bouman, G. Abdollahian, M. Boutin, and E. Delp, “A Low Complexity Sign Detection and Text Localization Method For Mobile Applications,” IEEE Transactions on Multimedia, Volume 13 Issue 5, October 2011 Page 922-934. Paper
Thesis
- PhD Thesis: "Extreme Imaging via Physical Model Inversion: Seeing Around Corners and Imaging Black Holes" Full Thesis, Defense Presentation, Defense Video
- MS Thesis: "Estimating the Material Properties of Fabric Through the Observation of Motion" (Ernst A. Guillemin Thesis Prize for the 2nd best masters thesis in EE at MIT) Full Thesis
Abstracts
- K.L. Bouman, V. Ye, A.B. Yedidia, F. Durand, G.W. Wornell, A. Torralba, W.T. Freeman. "Turning Corners into Cameras: Principles and Methods". IEEE International Conf. on Computational Photography (ICPP), Stanford CA, May 2017 (Won Best Poster)
- T. Xue*, J. Wu*, K. Bouman, W. Freeman, "Visual Dynamics: Probabilistic Future Frame Synthesis via Cross Convolutional Networks", Action and Anticipation for Visual Learning (AAVL) Workshop (ECCV), Amsterdam October 2016 (* Equal contribution) | PDF
- K. Bouman, M. Johnson, D. Zoran, V. Fish, S. Doeleman, W. Freeman, "Imaging the Structure of M87 using the Event Horizon Telescope", M87 Workshop, ASIAA Taipei, May 2016 Abstract
- K. Bouman, M. Johnson, D. Zoran, V. Fish, S. Doeleman, W. Freeman, "Imaging with The Event Horizon Telescope", IEEE International Conf. on Computational Photography (ICPP), Chicago IL, May 2016 PDF | Poster
- A. Davis*, K. Bouman*, J. Chen, M. Rubinstein, F. Durand, W. Freeman, "Visual Vibrometry: Estimating Material Properties from Small Motions in Video", ICCV Object Understanding for Interaction Workshop, Santiago Chile, December 2015 (* Equal contribution) PDF
- K. Bouman, M. Johnson, D. Zoran, V. Fish, A. Chael, S. Doeleman, W. Freeman, "High Resolution Celestial Imaging: An Algorithm and Dataset for VLBI Image Reconstruction", New England Computer Vision Workshop, Amherst MA, November 2015 PDF
Presentations
- 2019 ICERM - Computational Imaging: Recovering Movies of Black Holes (by Expanding the Event Horizon Telescope to Space) Video
- 2018 ICCP: Corners Cameras Video
- 2018 Job Talks: Imaging the Invisible PPT
- 2017 ICCV: Turning Corners into Cameras: Principles and Methods Video
- 2017 Boston Museum of Science: Photographing a Black Hole PPT
- 2016 TEDx: How to Take a Picture of a Black Hole PPT
- 2016 EHT Meeting: Event Horizon Telescope Imaging Challenge PPT
- 2016 CVPR: Computational Imaging for VLBI Image Reconstruction PPT | Video
- 2016 M87 Workshop: Imaging the Structure of M87 using the Event Horizon Telescope PPT
- 2015 ICCV Extreme Imaging Workshop: Imaging with The Event Horizon Telescope PPT
- 2015 Rising Stars in EECS: Visual Vibrometry: Estimating Material Properties from Small Motions in Video PPT
- 2015 CVPR: Visual Vibrometry: Estimating Material Properties from Small Motions in Video (Joint talk with Abe Davis) PPT | Video
- 2014 CVPR Vision Meet Cognition Workshop: Inferring Properties of Cloth from Watching it Move (Talk given by Bill Freeman) PPT | Video (2nd half of talk)
- 2012 IEEE Imaging Technology Processing and Applications Course: Object Recognition and Detection in Natural Images PPT | PDF