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William T. Freeman - Publications

Affiliations: 
Massachusetts Institute of Technology, Cambridge, MA, United States 
Area:
Computer vision
Website:
http://people.csail.mit.edu/billf/
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85 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Li Z, Dekel T, Cole F, Tucker R, Snavely N, Liu C, Freeman WT. MannequinChallenge: Learning the Depths of Moving People by Watching Frozen People. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 32078534 DOI: 10.1109/Tpami.2020.2974454  0.672
2019 Akiyama K, Alberdi A, Alef W, Asada K, Azulay R, Baczko AK, Ball D, Baloković M, Barrett J, Bintley D, Blackburn L, Boland W, Bouman KL, Bower GC, Bremer M, ... ... Freeman WT, et al. First M87 Event Horizon Telescope Results. I. The Shadow of the Supermassive Black Hole The Astrophysical Journal. 875: 1-17. DOI: 10.3847/2041-8213/Ab0Ec7  0.681
2019 Akiyama K, Alberdi A, Alef W, Asada K, Azulay R, Baczko AK, Ball D, Baloković M, Barrett J, Bintley D, Blackburn L, Boland W, Bouman KL, Bower GC, Bremer M, ... ... Freeman WT, et al. First M87 Event Horizon Telescope Results. IV. Imaging the Central Supermassive Black Hole The Astrophysical Journal. 875: 1-52. DOI: 10.3847/2041-8213/Ab0E85  0.722
2019 Xue T, Chen B, Wu J, Wei D, Freeman WT. Video Enhancement with Task-Oriented Flow International Journal of Computer Vision. 127: 1106-1125. DOI: 10.1007/s11263-018-01144-2  0.311
2018 Dalca AV, Bouman KL, Freeman WT, Rost NS, Sabuncu MR, Golland P. Medical Image Imputation from Image Collections. Ieee Transactions On Medical Imaging. PMID 30136936 DOI: 10.1109/Tmi.2018.2866692  0.73
2018 Xue T, Wu J, Bouman K, Freeman W. Visual Dynamics: Stochastic Future Generation via Layered Cross Convolutional Networks. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 30004870 DOI: 10.1109/Tpami.2018.2854726  0.73
2018 Bouman KL, Johnson MD, Dalca AV, Chael AA, Roelofs F, Doeleman SS, Freeman WT. Reconstructing Video of Time-Varying Sources From Radio Interferometric Measurements Ieee Transactions On Computational Imaging. 4: 512-527. DOI: 10.1109/Tci.2018.2838452  0.735
2018 Thrampoulidis C, Shulkind G, Xu F, Freeman WT, Shapiro JH, Torralba A, Wong FNC, Wornell GW. Exploiting Occlusion in Non-Line-of-Sight Active Imaging Ieee Transactions On Computational Imaging. 4: 419-431. DOI: 10.1109/Tci.2018.2829599  0.35
2018 Owens A, Wu J, McDermott JH, Freeman WT, Torralba A. Learning Sight from Sound: Ambient Sound Provides Supervision for Visual Learning International Journal of Computer Vision. 126: 1120-1137. DOI: 10.1007/S11263-018-1083-5  0.571
2017 Dalca AV, Bouman KL, Freeman WT, Rost NS, Sabuncu MR, Golland P. Population Based Image Imputation. Information Processing in Medical Imaging : Proceedings of the ... Conference. 10265: 659-671. PMID 29379264 DOI: 10.1007/978-3-319-59050-9_52  0.709
2017 Wadhwa N, Chen JG, Sellon JB, Wei D, Rubinstein M, Ghaffari R, Freeman DM, Büyüköztürk O, Wang P, Sun S, Kang SH, Bertoldi K, Durand F, Freeman WT. Motion microscopy for visualizing and quantifying small motions. Proceedings of the National Academy of Sciences of the United States of America. PMID 29078275 DOI: 10.1073/Pnas.1703715114  0.338
2017 Kellnhofer P, Didyk P, Wang S, Sitthi-Amorn P, Freeman W, Durand F, Matusik W. 3DTV at home Acm Transactions On Graphics. 36: 1-13. DOI: 10.1145/3072959.3073617  0.332
2017 Freeman WT, Savakis A, Schechner Y, Snavely N, Heidrich W. Guest Editorial Special Issue on Extreme Imaging Ieee Transactions On Computational Imaging. 3: 382-383. DOI: 10.1109/Tci.2017.2726838  0.406
2016 Davis A, Bouman KL, Chen JG, Rubinstein M, Buyukozturk O, Durand F, Freeman WT. Visual Vibrometry: Estimating Material Properties from Small Motions in Video. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 27875214 DOI: 10.1109/Tpami.2016.2622271  0.702
2016 Davis A, Bouman K, Chen J, Rubinstein M, Buyukozturk O, Durand F, Freeman W. Visual Vibrometry: Estimating Material Properties from Small Motions in Video. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 27831858 DOI: 10.1109/TPAMI.2016.2622271  0.683
2016 Wadhwa N, Wu H, Davis A, Rubinstein M, Shih E, Mysore GJ, Chen JG, Buyukozturk O, Guttag JV, Freeman WT, Durand F. Eulerian video magnification and analysis Communications of the Acm. 60: 87-95. DOI: 10.1145/3015573  0.301
2016 Zoran D, Isola P, Krishnan D, Freeman WT. Learning ordinal relationships for mid-level vision Proceedings of the Ieee International Conference On Computer Vision. 11: 388-396. DOI: 10.1109/ICCV.2015.52  0.307
2016 Rubinstein M, Liu C, Freeman WT. Joint Inference in Weakly-Annotated Image Datasets via Dense Correspondence International Journal of Computer Vision. 119: 23-45. DOI: 10.1007/s11263-016-0894-5  0.68
2016 Owens A, Wu J, McDermott JH, Freeman WT, Torralba A. Ambient sound provides supervision for visual learning Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 9905: 801-816. DOI: 10.1007/978-3-319-46448-0_48  0.528
2015 Durand F, Freeman WT, Rubinstein M. A world of movement. Scientific American. 312: 46-51. PMID 25597109 DOI: 10.1038/Scientificamerican0115-46  0.314
2015 Xue T, Rubinstein M, Liu C, Freeman WT. A computational approach for obstruction-free photography Acm Transactions On Graphics. 34. DOI: 10.1145/2766940  0.563
2015 Davis A, Bouman KL, Chen JG, Rubinstein M, Durand F, Freeman WT. Visual vibrometry: Estimating material properties from small motions in video Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 7: 5335-5343. DOI: 10.1109/CVPR.2015.7299171  0.683
2015 Wei D, Liu C, Freeman WT. A data-driven regularization model for stereo and flow Proceedings - 2014 International Conference On 3d Vision, 3dv 2014. 277-284. DOI: 10.1109/3DV.2014.97  0.578
2015 Chen JG, Wadhwa N, Cha YJ, Durand F, Freeman WT, Buyukozturk O. Modal identification of simple structures with high-speed video using motion magnification Journal of Sound and Vibration. 345: 58-71. DOI: 10.1016/j.jsv.2015.01.024  0.319
2015 Rubinstein M, Liu C, Freeman WT. Joint inference in weakly-annotated image datasets via dense correspondence Dense Image Correspondences For Computer Vision. 237-278. DOI: 10.1007/978-3-319-23048-1_11  0.417
2014 Mobahi H, Liu C, Freeman WT. A compositional model for low-dimensional image set representation Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 1322-1329. DOI: 10.1109/CVPR.2014.172  0.651
2014 Fish VL, Johnson MD, Lu RS, Doeleman SS, Bouman KL, Zoran D, Freeman WT, Psaltis D, Narayan R, Pankratius V, Broderick AE, Gwinn CR, Vertatschitsch LE. Imaging an event horizon: Mitigation of scattering toward Sagittarius a Astrophysical Journal. 795. DOI: 10.1088/0004-637X/795/2/134  0.701
2014 Torralba A, Freeman WT. Accidental Pinhole and Pinspeck Cameras: Revealing the Scene Outside the Picture International Journal of Computer Vision. 110: 92-112. DOI: 10.1007/S11263-014-0697-5  0.418
2013 Bouman KL, Xiao B, Battaglia P, Freeman WT. Estimating the material properties of fabric from video Proceedings of the Ieee International Conference On Computer Vision. 1984-1991. DOI: 10.1109/ICCV.2013.455  0.653
2012 Cho TS, Zitnick CL, Joshi N, Kang SB, Szeliski R, Freeman WT. Image restoration by matching gradient distributions. Ieee Transactions On Pattern Analysis and Machine Intelligence. 34: 683-94. PMID 21844632 DOI: 10.1109/Tpami.2011.166  0.419
2012 Rubinstein M, Liu C, Freeman WT. Towards longer long-range motion trajectories Bmvc 2012 - Electronic Proceedings of the British Machine Vision Conference 2012. DOI: 10.5244/C.26.53  0.62
2012 Adelson E, Cole F, Isola P, Freeman W, Durand F. Estimating material by estimating shape Journal of Vision. 12: 946-946. DOI: 10.1167/12.9.946  0.665
2012 Rubinstein M, Liu C, Freeman WT. Annotation propagation in large image databases via dense image correspondence Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 7574: 85-99. DOI: 10.1007/978-3-642-33712-3_7  0.671
2012 Cole F, Isola P, Freeman WT, Durand F, Adelson EH. Shapecollage: Occlusion-aware, example-based shape interpretation Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 7574: 665-678. DOI: 10.1007/978-3-642-33712-3_48  0.639
2011 Levin A, Weiss Y, Durand F, Freeman WT. Understanding Blind Deconvolution Algorithms. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 21788664 DOI: 10.1109/TPAMI.2011.148  0.562
2011 Rubinstein M, Liu C, Sand P, Durand F, Freeman WT. Motion denoising with application to time-lapse photography Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 313-320. DOI: 10.1109/CVPR.2011.5995374  0.629
2011 Levin A, Weiss Y, Durand F, Freeman WT. Efficient marginal likelihood optimization in blind deconvolution Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 2657-2664. DOI: 10.1109/CVPR.2011.5995308  0.349
2010 Johnson MK, Dale K, Avidan S, Pfister H, Freeman WT, Matusik W. CG2Real: Improving the Realism of Computer Generated Images using a Large Collection of Photographs. Ieee Transactions On Visualization and Computer Graphics. PMID 21041875 DOI: 10.1109/Tvcg.2010.233  0.597
2010 Cho TS, Avidan S, Freeman WT. The patch transform. Ieee Transactions On Pattern Analysis and Machine Intelligence. 32: 1489-501. PMID 20558879 DOI: 10.1109/TPAMI.2009.133  0.386
2010 Liu C, Adelson E, Freeman W. Human-assisted motion annotation for real-world videos Journal of Vision. 8: 679-679. DOI: 10.1167/8.6.679  0.771
2010 Torralba A, Fergus R, Freeman WT. Object and scene recognition in tiny images Journal of Vision. 7: 193-193. DOI: 10.1167/7.9.193  0.385
2010 Adelson EH, Tappen MF, Freeman WT, Li Y. Learning the statistics of illumination and reflectance Journal of Vision. 6: 102-102. DOI: 10.1167/6.6.102  0.749
2010 Sudderth EB, Ihler AT, Isard M, Freeman WT, Willsky AS. Nonparametric belief propagation Communications of the Acm. 53: 95-103. DOI: 10.1145/1831407.1831431  0.302
2010 Torralba A, Murphy KP, Freeman WT. Using the forest to see the trees: Exploiting context for visual object detection and localization Communications of the Acm. 53: 107-114. DOI: 10.1145/1666420.1666446  0.328
2010 Liu C, Freeman WT. A high-quality video denoising algorithm based on reliable motion estimation Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 6313: 706-719. DOI: 10.1007/978-3-642-15558-1_51  0.641
2009 Chang HS, Weiss Y, Freeman WT. Informative sensing of natural images Proceedings - International Conference On Image Processing, Icip. 3025-3028. DOI: 10.1109/ICIP.2009.5414426  0.475
2009 Grosse R, Johnson MK, Adelson EH, Freeman WT. Ground truth dataset and baseline evaluations for intrinsic image algorithms Proceedings of the Ieee International Conference On Computer Vision. 2335-2342. DOI: 10.1109/ICCV.2009.5459428  0.739
2009 Levin A, Weiss Y, Durand F, Freeman WT. Understanding and evaluating blind deconvolution algorithms 2009 Ieee Computer Society Conference On Computer Vision and Pattern Recognition Workshops, Cvpr Workshops 2009. 1964-1971. DOI: 10.1109/CVPRW.2009.5206815  0.384
2008 Torralba A, Fergus R, Freeman WT. 80 million tiny images: a large data set for nonparametric object and scene recognition. Ieee Transactions On Pattern Analysis and Machine Intelligence. 30: 1958-70. PMID 18787244 DOI: 10.1109/Tpami.2008.128  0.421
2008 Liu C, Szeliski R, Bing Kang S, Zitnick CL, Freeman WT. Automatic estimation and removal of noise from a single image. Ieee Transactions On Pattern Analysis and Machine Intelligence. 30: 299-314. PMID 18084060 DOI: 10.1109/Tpami.2007.1176  0.68
2008 Sudderth EB, Freeman WT. DSP applications: Signal and image processing with belief propagation Ieee Signal Processing Magazine. 25: 114-120+141. DOI: 10.1109/MSP.2007.914235  0.353
2008 Liu C, Freeman WT, Adelson EH, Weiss Y. Human-assisted motion annotation 26th Ieee Conference On Computer Vision and Pattern Recognition, Cvpr. DOI: 10.1109/CVPR.2008.4587845  0.763
2008 Russell BC, Torralba A, Murphy KP, Freeman WT. LabelMe: A database and web-based tool for image annotation International Journal of Computer Vision. 77: 157-173. DOI: 10.1007/S11263-007-0090-8  0.383
2008 Sudderth EB, Torralba A, Freeman WT, Willsky AS. Describing visual scenes using transformed objects and parts International Journal of Computer Vision. 77: 291-330. DOI: 10.1007/S11263-007-0069-5  0.357
2008 Liu C, Yuen J, Torralba A, Sivic J, Freeman WT. SIFT flow: Dense correspondence across different scenes Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5304: 28-42. DOI: 10.1007/978-3-540-88690-7-3  0.579
2007 Joshi N, Matusik W, Avidan S, Pfister H, Freeman WT. Exploring defocus matting: nonparametric acceleration, super-resolution, and off-center matting. Ieee Computer Graphics and Applications. 27: 43-52. PMID 17388202 DOI: 10.1109/Mcg.2007.32  0.321
2007 Weiss Y, Freeman WT. What makes a good model of natural images? Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. DOI: 10.1109/CVPR.2007.383092  0.497
2007 Tappen MF, Liu C, Adels EH, Freeman WT. Learning Gaussian conditional random fields for low-level vision Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. DOI: 10.1109/CVPR.2007.382979  0.74
2007 Liu C, Shum HY, Freeman WT. Face hallucination: Theory and practice International Journal of Computer Vision. 75: 115-134. DOI: 10.1007/s11263-006-0029-5  0.696
2007 Liu C, Freeman WT, Adelson EH. Analysis of contour motions Advances in Neural Information Processing Systems. 913-920.  0.763
2007 Weiss Y, Chang HS, Freeman WT. Learning compressed sensing 45th Annual Allerton Conference On Communication, Control, and Computing 2007. 1: 535-541.  0.39
2006 Brainard DH, Longère P, Delahunt PB, Freeman WT, Kraft JM, Xiao B. Bayesian model of human color constancy. Journal of Vision. 6: 1267-81. PMID 17209734 DOI: 10.1167/6.11.10  0.675
2006 Liu C, Freeman WT, Szeliski R, Kang SB. Noise estimation from a single image Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 1: 901-908. DOI: 10.1109/CVPR.2006.207  0.641
2006 Tappen MF, Adelson EH, Freeman WT. Estimating intrinsic component images using non-linear regression Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 2: 1992-1999. DOI: 10.1109/CVPR.2006.114  0.769
2006 Murphy KP, Torralba A, Eaton D, Freeman WT. Object Detection and Localization Using Local and Global Features Lecture Notes in Computer Science. 382-400. DOI: 10.1007/11957959_20  0.335
2005 Tappen MF, Freeman WT, Adelson EH. Recovering intrinsic images from a single image. Ieee Transactions On Pattern Analysis and Machine Intelligence. 27: 1459-72. PMID 16173188 DOI: 10.1109/TPAMI.2005.185  0.785
2005 Liu C, Torralba A, Freeman WT, Durand F, Adelson EH. Motion magnification Acm Transactions On Graphics. 24: 519-526. DOI: 10.1145/1073204.1073223  0.761
2005 Yedidia JS, Freeman WT, Weiss Y. Constructing free-energy approximations and generalized belief propagation algorithms Ieee Transactions On Information Theory. 51: 2282-2312. DOI: 10.1109/TIT.2005.850085  0.461
2004 Tappen MF, Russell BC, Freeman WT. Efficient graphical models for processing images Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 2: II673-II680.  0.773
2003 Freeman WT, Torralba A. Shape recipes: Scene representations that refer to the image Journal of Vision. 3: 419a. DOI: 10.1167/3.9.419  0.422
2003 Rehg JM, Pavlovic V, Huang TS, Freeman WT. Guest editors' introduction to the special section on graphical models in computer vision Ieee Transactions On Pattern Analysis and Machine Intelligence. 25: 785-786. DOI: 10.1109/Tpami.2003.1206508  0.361
2003 Tappen MF, Freeman WT. Comparison of graph cuts with belief propagation for stereo, using identical MRF parameters Proceedings of the Ieee International Conference On Computer Vision. 2: 900-907.  0.728
2002 Freeman WT, Jones TR, Pasztor EC. Example-based super-resolution Ieee Computer Graphics and Applications. 22: 56-65. DOI: 10.1109/38.988747  0.389
2001 Weiss Y, Freeman WT. Correctness of belief propagation in Gaussian graphical models of arbitrary topology. Neural Computation. 13: 2173-200. PMID 11570995 DOI: 10.1162/089976601750541769  0.391
2001 Weiss Y, Freeman WT. On the optimality of solutions of the max-product belief-propagation algorithm in arbitrary graphs Ieee Transactions On Information Theory. 47: 736-744. DOI: 10.1109/18.910585  0.457
2000 Freeman WT, Pasztor EC, Carmichael OT. Learning low-level vision International Journal of Computer Vision. 40: 25-47. DOI: 10.1023/A:1026501619075  0.444
1999 Kage H, Freeman WT, Miyake Y, Funatsu E, Tanaka KI, Kyuma K. Artificial retina chips as on-chip image processors and gesture-oriented interfaces Optical Engineering. 38: 1979-1988. DOI: 10.1117/1.602300  0.416
1998 Freeman WT, Anderson DB, Beardsley PA, Dodge CN, Roth M, Weissman C, Yerazunis WS, Kage H, Kyuma K, Miyake Y, Tanaka KI. Computer vision for interactive computer graphics Ieee Computer Graphics and Applications. 18: 42-52. DOI: 10.1109/38.674971  0.3
1996 Freeman WT. Exploiting the generic viewpoint assumption International Journal of Computer Vision. 20: 243-261. DOI: 10.1007/Bf00208721  0.415
1994 Freeman WT. The generic viewpoint assumption in a framework for visual perception. Nature. 368: 542-5. PMID 8139687 DOI: 10.1038/368542a0  0.373
1994 Rich C, Waters RC, Strohecker C, Schabes Y, Freeman WT, Torrance MC, Golding AR, Roth M. Demonstration of an Interactive Multimedia Environment Computer. 27: 15-22. DOI: 10.1109/2.335723  0.308
1992 Simoncelli EP, Freeman WT, Adelson EH, Heeger DJ. Shiftable Multiscale Transforms Ieee Transactions On Information Theory. 38: 587-607. DOI: 10.1109/18.119725  0.759
1991 Freeman WT, Adelson EH. The Design and Use of Steerable Filters Ieee Transactions On Pattern Analysis and Machine Intelligence. 13: 891-906. DOI: 10.1109/34.93808  0.648
1990 Freeman WT, Adelson EH. Steerable filters for early vision, image analysis, and wavelet decomposition . 406-415.  0.68
1981 Kirkland EJ, Freeman WT, Ohtsuki M, Isaacson MS, Siegel BM. Computer image processing of STEM images of tobacco mosaic virus Ultramicroscopy. 6: 367-376. DOI: 10.1016/S0304-3991(81)80223-9  0.367
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