William T. Freeman

Taeg Sang Cho, Charles Lawrence Zitnick, Neel Joshi, Sing Bing Kang, Richard Szeliski, William T. Freeman: Image Restoration by Matching Gradient Distributions. IEEE Trans. Pattern Anal. Mach. Intell. 34(4): 683-694 (2012)

Hao-Yu Wu, Michael Rubinstein, Eugene Shih, John V. Guttag, Frédo Durand, William T. Freeman: Eulerian video magnification for revealing subtle changes in the world. ACM Trans. Graph. 31(4): 65 (2012)

Yi-Chang Shih, Abe Davis, Samuel W. Hasinoff, Frédo Durand, William T. Freeman: Laser speckle photography for surface tampering detection. CVPR 2012: 33-40

Antonio Torralba, William T. Freeman: Accidental pinhole and pinspeck cameras: Revealing the scene outside the picture. CVPR 2012: 374-381

Anat Levin, Boaz Nadler, Frédo Durand, William T. Freeman: Patch Complexity, Finite Pixel Correlations and Optimal Denoising. ECCV (5) 2012: 73-86

Michael Rubinstein, Ce Liu, William T. Freeman: Annotation Propagation in Large Image Databases via Dense Image Correspondence. ECCV (3) 2012: 85-99

Forrester Cole, Phillip Isola, William T. Freeman, Frédo Durand, Edward H. Adelson: Shapecollage: Occlusion-Aware, Example-Based Shape Interpretation. ECCV (3) 2012: 665-678

Roger Grosse, Ruslan Salakhutdinov, William T. Freeman, Joshua B. Tenenbaum: Exploiting compositionality to explore a large space of model structures. UAI 2012: 306-315

Roger Grosse, Ruslan Salakhutdinov, William T. Freeman, Joshua B. Tenenbaum: Exploiting compositionality to explore a large space of model structures. CoRR abs/1210.4856 (2012)

William T. Freeman: A perfect 'match': technical perspective. Commun. ACM 54(11): 102 (2011)

Anat Levin, Yair Weiss, Frédo Durand, William T. Freeman: Understanding Blind Deconvolution Algorithms. IEEE Trans. Pattern Anal. Mach. Intell. 33(12): 2354-2367 (2011)

Micah K. Johnson, Kevin Dale, Shai Avidan, Hanspeter Pfister, William T. Freeman, Wojciech Matusik: CG2Real: Improving the Realism of Computer Generated Images Using a Large Collection of Photographs. IEEE Trans. Vis. Comput. Graph. 17(9): 1273-1285 (2011)

Taeg Sang Cho, Sylvain Paris, Berthold K. P. Horn, William T. Freeman: Blur kernel estimation using the radon transform. CVPR 2011: 241-248

Michael Rubinstein, Ce Liu, Peter Sand, Frédo Durand, William T. Freeman: Motion denoising with application to time-lapse photography. CVPR 2011: 313-320

Anat Levin, Yair Weiss, Frédo Durand, William T. Freeman: Efficient marginal likelihood optimization in blind deconvolution. CVPR 2011: 2657-2664

Samuel W. Hasinoff, Anat Levin, Philip R. Goode, William T. Freeman: Diffuse reflectance imaging with astronomical applications. ICCV 2011: 185-192

Biliana Kaneva, Antonio Torralba, William T. Freeman: Evaluation of image features using a photorealistic virtual world. ICCV 2011: 2282-2289

William T. Freeman: Where computer vision needs help from computer science. SODA 2011: 814-819

Antonio Torralba, Kevin P. Murphy, William T. Freeman: Using the forest to see the trees: exploiting context for visual object detection and localization. Commun. ACM 53(3): 107-114 (2010)

Erik B. Sudderth, Alexander T. Ihler, Michael Isard, William T. Freeman, Alan S. Willsky: Nonparametric belief propagation. Commun. ACM 53(10): 95-103 (2010)

Taeg Sang Cho, Shai Avidan, William T. Freeman: The Patch Transform. IEEE Trans. Pattern Anal. Mach. Intell. 32(8): 1489-1501 (2010)

Biliana Kaneva, Josef Sivic, Antonio Torralba, Shai Avidan, William T. Freeman: Infinite Images: Creating and Exploring a Large Photorealistic Virtual Space. Proceedings of the IEEE 98(8): 1391-1407 (2010)

Taeg Sang Cho, Neel Joshi, C. Lawrence Zitnick, Sing Bing Kang, Richard Szeliski, William T. Freeman: A content-aware image prior. CVPR 2010: 169-176

Taeg Sang Cho, Shai Avidan, William T. Freeman: A probabilistic image jigsaw puzzle solver. CVPR 2010: 183-190

Samuel W. Hasinoff, Frédo Durand, William T. Freeman: Noise-optimal capture for high dynamic range photography. CVPR 2010: 553-560

Long Zhu, Yuanhao Chen, Alan L. Yuille, William T. Freeman: Latent hierarchical structural learning for object detection. CVPR 2010: 1062-1069

Long Zhu, Yuanhao Chen, Antonio Torralba, William T. Freeman, Alan L. Yuille: Part and appearance sharing: Recursive Compositional Models for multi-view. CVPR 2010: 1919-1926

Ayan Chakrabarti, Todd Zickler, William T. Freeman: Analyzing spatially-varying blur. CVPR 2010: 2512-2519

Ce Liu, William T. Freeman: A High-Quality Video Denoising Algorithm Based on Reliable Motion Estimation. ECCV (3) 2010: 706-719

Anat Levin, Samuel W. Hasinoff, Paul Green, Frédo Durand, William T. Freeman: 4D frequency analysis of computational cameras for depth of field extension. ACM Trans. Graph. 28(3) (2009)

Anat Levin, Yair Weiss, Frédo Durand, William T. Freeman: Understanding and evaluating blind deconvolution algorithms. CVPR 2009: 1964-1971

Samuel W. Hasinoff, Kiriakos N. Kutulakos, Frédo Durand, William T. Freeman: Time-constrained photography. ICCV 2009: 333-340

Roger Grosse, Micah K. Johnson, Edward H. Adelson, William T. Freeman: Ground truth dataset and baseline evaluations for intrinsic image algorithms. ICCV 2009: 2335-2342

Hyun Sung Chang, Yair Weiss, William T. Freeman: Informative sensing of natural images. ICIP 2009: 3025-3028

Hyun Sung Chang, Yair Weiss, William T. Freeman: Informative Sensing. CoRR abs/0901.4275 (2009)

William T. Freeman, Pietro Perona, Bernhard Schölkopf: Guest Editorial. International Journal of Computer Vision 77(1-3): 1 (2008)

Bryan C. Russell, Antonio Torralba, Kevin P. Murphy, William T. Freeman: LabelMe: A Database and Web-Based Tool for Image Annotation. International Journal of Computer Vision 77(1-3): 157-173 (2008)

Erik B. Sudderth, Antonio Torralba, William T. Freeman, Alan S. Willsky: Describing Visual Scenes Using Transformed Objects and Parts. International Journal of Computer Vision 77(1-3): 291-330 (2008)

Ce Liu, Richard Szeliski, Sing Bing Kang, C. Lawrence Zitnick, William T. Freeman: Automatic Estimation and Removal of Noise from a Single Image. IEEE Trans. Pattern Anal. Mach. Intell. 30(2): 299-314 (2008)

Antonio Torralba, Robert Fergus, William T. Freeman: 80 Million Tiny Images: A Large Data Set for Nonparametric Object and Scene Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 30(11): 1958-1970 (2008)

Anat Levin, Peter Sand, Taeg Sang Cho, Frédo Durand, William T. Freeman: Motion-invariant photography. ACM Trans. Graph. 27(3) (2008)

Taeg Sang Cho, Moshe Butman, Shai Avidan, William T. Freeman: The patch transform and its applications to image editing. CVPR 2008

Ce Liu, William T. Freeman, Edward H. Adelson, Yair Weiss: Human-assisted motion annotation. CVPR 2008

Josef Sivic, Bryan C. Russell, Andrew Zisserman, William T. Freeman, Alexei A. Efros: Unsupervised discovery of visual object class hierarchies. CVPR 2008

Ce Liu, Jenny Yuen, Antonio Torralba, Josef Sivic, William T. Freeman: SIFT Flow: Dense Correspondence across Different Scenes. ECCV (3) 2008: 28-42

Anat Levin, William T. Freeman, Frédo Durand: Understanding Camera Trade-Offs through a Bayesian Analysis of Light Field Projections. ECCV (4) 2008: 88-101

Neel Joshi, Wojciech Matusik, Shai Avidan, Hanspeter Pfister, William T. Freeman: Exploring Defocus Matting: Nonparametric Acceleration, Super-Resolution, and Off-Center Matting. IEEE Computer Graphics and Applications 27(2): 43-52 (2007)

Ce Liu, Heung-Yeung Shum, William T. Freeman: Face Hallucination: Theory and Practice. International Journal of Computer Vision 75(1): 115-134 (2007)

Antonio Torralba, Kevin P. Murphy, William T. Freeman: Sharing Visual Features for Multiclass and Multiview Object Detection. IEEE Trans. Pattern Anal. Mach. Intell. 29(5): 854-869 (2007)

Anat Levin, Robert Fergus, Frédo Durand, William T. Freeman: Image and depth from a conventional camera with a coded aperture. ACM Trans. Graph. 26(3): 70 (2007)

Marshall F. Tappen, Ce Liu, Edward H. Adelson, William T. Freeman: Learning Gaussian Conditional Random Fields for Low-Level Vision. CVPR 2007

Yair Weiss, William T. Freeman: What makes a good model of natural images? CVPR 2007

Taeg Sang Cho, William T. Freeman, Hensin Tsao: A reliable skin mole localization scheme. ICCV 2007: 1-8

Bryan C. Russell, Antonio Torralba, Ce Liu, Robert Fergus, William T. Freeman: Object Recognition by Scene Alignment. NIPS 2007

William T. Freeman: The Random Camera, the Coded Aperture Camera, and Other Cameras. Rendering Techniques 2007: 9-9

Robert Fergus, Barun Singh, Aaron Hertzmann, Sam T. Roweis, William T. Freeman: Removing camera shake from a single photograph. ACM Trans. Graph. 25(3): 787-794 (2006)

Antonio Torralba, Kevin P. Murphy, William T. Freeman: Shared Features for Multiclass Object Detection. Toward Category-Level Object Recognition 2006: 345-361

Kevin P. Murphy, Antonio Torralba, Daniel Eaton, William T. Freeman: Object Detection and Localization Using Local and Global Features. Toward Category-Level Object Recognition 2006: 382-400

Ce Liu, William T. Freeman, Richard Szeliski, Sing Bing Kang: Noise Estimation from a Single Image. CVPR (1) 2006: 901-908

Bryan C. Russell, William T. Freeman, Alexei A. Efros, Josef Sivic, Andrew Zisserman: Using Multiple Segmentations to Discover Objects and their Extent in Image Collections. CVPR (2) 2006: 1605-1614

Marshall F. Tappen, Edward H. Adelson, William T. Freeman: Estimating Intrinsic Component Images using Non-Linear Regression. CVPR (2) 2006: 1992-1999

Erik B. Sudderth, Antonio Torralba, William T. Freeman, Alan S. Willsky: Depth from Familiar Objects: A Hierarchical Model for 3D Scenes. CVPR (2) 2006: 2410-2417

Ce Liu, William T. Freeman, Edward H. Adelson: Analysis of Contour Motions. NIPS 2006: 913-920

Marshall F. Tappen, William T. Freeman, Edward H. Adelson: Recovering Intrinsic Images from a Single Image. IEEE Trans. Pattern Anal. Mach. Intell. 27(9): 1459-1472 (2005)

Jonathan S. Yedidia, William T. Freeman, Yair Weiss: Constructing free-energy approximations and generalized belief propagation algorithms. IEEE Transactions on Information Theory 51(7): 2282-2312 (2005)

Ce Liu, Antonio Torralba, William T. Freeman, Frédo Durand, Edward H. Adelson: Motion magnification. ACM Trans. Graph. 24(3): 519-526 (2005)

Josef Sivic, Bryan C. Russell, Alexei A. Efros, Andrew Zisserman, William T. Freeman: Discovering Objects and their Localization in Images. ICCV 2005: 370-377

S. Ravela, Antonio Torralba, William T. Freeman: An Ensemble Prior of Image Structure for Cross-Modal Inference. ICCV 2005: 871-876

Erik B. Sudderth, Antonio Torralba, William T. Freeman, Alan S. Willsky: Learning Hierarchical Models of Scenes, Objects, and Parts. ICCV 2005: 1331-1338

Erik B. Sudderth, Antonio Torralba, William T. Freeman, Alan S. Willsky: Describing Visual Scenes using Transformed Dirichlet Processes. NIPS 2005

Marshall F. Tappen, Bryan C. Russell, William T. Freeman: Efficient Graphical Models for Processing Images. CVPR (2) 2004: 673-680

Antonio Torralba, Kevin P. Murphy, William T. Freeman: Sharing Features: Efficient Boosting Procedures for Multiclass Object Detection. CVPR (2) 2004: 762-769

Gerald Dalley, William T. Freeman, Joe Marks: Single-frame text super-resolution: a bayesian approach. ICIP 2004: 3295-3298

Erik B. Sudderth, Michael I. Mandel, William T. Freeman, Alan S. Willsky: Distributed Occlusion Reasoning for Tracking with Nonparametric Belief Propagation. NIPS 2004

Antonio Torralba, Kevin P. Murphy, William T. Freeman: Contextual Models for Object Detection Using Boosted Random Fields. NIPS 2004

James M. Rehg, Vladimir Pavlovic, Thomas S. Huang, William T. Freeman: Guest Editors' Introduction to the Special Section on Graphical Models in Computer Vision. IEEE Trans. Pattern Anal. Mach. Intell. 25(7): 785-786 (2003)

William T. Freeman, Joshua B. Tenenbaum, Egon C. Pasztor: Learning style translation for the lines of a drawing. ACM Trans. Graph. 22(1): 33-46 (2003)

William T. Freeman, Hao Zhang: Shape-Time Photography. CVPR (2) 2003: 151-157

Antonio Torralba, William T. Freeman: Properties and Applications of Shape Recipes. CVPR (2) 2003: 383-390

Erik B. Sudderth, Alexander T. Ihler, William T. Freeman, Alan S. Willsky: Nonparametric Belief Propagation. CVPR (1) 2003: 605-612

Antonio Torralba, Kevin P. Murphy, William T. Freeman, Mark A. Rubin: Context-based vision system for place and object recognition. ICCV 2003: 273-280

Marshall F. Tappen, William T. Freeman: Comparison of Graph Cuts with Belief Propagation for Stereo, using Identical MRF Parameters. ICCV 2003: 900-907

Alexander T. Ihler, Erik B. Sudderth, William T. Freeman, Alan S. Willsky: Efficient Multiscale Sampling from Products of Gaussian Mixtures. NIPS 2003

Kevin P. Murphy, Antonio Torralba, William T. Freeman: Graphical Model For Recognizing Scenes and Objects. NIPS 2003

William T. Freeman, Thouis R. Jones, Egon C. Pasztor: Example-Based Super-Resolution. IEEE Computer Graphics and Applications 22(2): 56-65 (2002)

William T. Freeman, Antonio Torralba: Shape Recipes: Scene Representations that Refer to the Image. NIPS 2002: 1335-1342

Marshall F. Tappen, William T. Freeman, Edward H. Adelson: Recovering Intrinsic Images from a Single Image. NIPS 2002: 1343-1350

Yair Weiss, William T. Freeman: Correctness of Belief Propagation in Gaussian Graphical Models of Arbitrary Topology. Neural Computation 13(10): 2173-2200 (2001)

Yair Weiss, William T. Freeman: On the optimality of solutions of the max-product belief-propagation algorithm in arbitrary graphs. IEEE Transactions on Information Theory 47(2): 736-744 (2001)

Matt Bell, William T. Freeman: Learning Local Evidence for Shading and Reflectance. ICCV 2001: 670-677

Joe Marks, William T. Freeman, Henry H. Leitner: Teaching applied computing without programming: a case-based introductory course for general education. SIGCSE 2001: 80-84

Alexei A. Efros, William T. Freeman: Image quilting for texture synthesis and transfer. SIGGRAPH 2001: 341-346

William T. Freeman, Egon C. Pasztor, Owen T. Carmichael: Learning Low-Level Vision. International Journal of Computer Vision 40(1): 25-47 (2000)

Joshua B. Tenenbaum, William T. Freeman: Separating Style and Content with Bilinear Models. Neural Computation 12(6): 1247-1283 (2000)

Trevor Darrell, John W. Fisher III, Paul A. Viola, William T. Freeman: Ausio-visual Segmentation and "The Cocktail Party Effect". ICMI 2000: 32-40

Jonathan S. Yedidia, William T. Freeman, Yair Weiss: Generalized Belief Propagation. NIPS 2000: 689-695

John W. Fisher III, Trevor Darrell, William T. Freeman, Paul A. Viola: Learning Joint Statistical Models for Audio-Visual Fusion and Segregation. NIPS 2000: 772-778

William T. Freeman, Egon C. Pasztor: Learning Low-Level Vision. ICCV 1999: 1182-1189

Yair Weiss, William T. Freeman: Correctness of Belief Propagation in Gaussian Graphical Models of Arbitrary Topology. NIPS 1999: 673-679

Nicholas R. Howe, Michael E. Leventon, William T. Freeman: Bayesian Reconstruction of 3D Human Motion from Single-Camera Video. NIPS 1999: 820-826

William T. Freeman, David B. Anderson, Paul A. Beardsley, Chris Dodge, Michal Roth, Craig D. Weissman, William S. Yerazunis, Hiroshi Kage, Kazuo Kyuma, Yasunari Miyake, Ken-ichi Tanaka: Computer Vision for Interactive Computer Graphics. IEEE Computer Graphics and Applications 18(3): 42-53 (1998)

Pietro Perona, William T. Freeman: A Factorization Approach to Grouping. ECCV (1) 1998: 655-670

William T. Freeman, Egon C. Pasztor: Learning to Estimate Scenes from Images. NIPS 1998: 775-781

William T. Freeman, Joshua B. Tenenbaum: Learning bilinear models for two-factor problems in vision. CVPR 1997: 554-560

William T. Freeman, Paul A. Viola: Bayesian Model of Surface Perception. NIPS 1997

Joe Marks, Brad Andalman, Paul A. Beardsley, William T. Freeman, S. Gibson, Jessica K. Hodgins, T. Kang, Brian Mirtich, Hanspeter Pfister, Wheeler Ruml, Kathy Ryall, J. Seims, Stuart M. Shieber: Design galleries: a general approach to setting parameters for computer graphics and animation. SIGGRAPH 1997: 389-400

William T. Freeman: Exploiting the generic viewpoint assumption. International Journal of Computer Vision 20(3): 243-261 (1996)

William T. Freeman, Ken-ichi Tanaka, Jun Ohta, Kazuo Kyuma: Computer vision for computer games. FG 1996: 100-105

Sourabh Niyogi, William T. Freeman: Example-based head tracking. FG 1996: 374-378

Joshua B. Tenenbaum, William T. Freeman: Separating Style and Content. NIPS 1996: 662-668

William T. Freeman, David H. Brainard: Bayesian Decision Theory, the Maximum Local Mass Estimate, and Color Constancy. ICCV 1995: 210-217

Eero P. Simoncelli, William T. Freeman: The steerable pyramid: a flexible architecture for multi-scale derivative computation. ICIP (3) 1995: 444-447

Charles Rich, Richard C. Waters, Carol Strohecker, Yves Schabes, William T. Freeman, Mark C. Torrance, Andrew R. Golding, Michal Roth: Demonstration of an Interactive Multimedia Environment. IEEE Computer 27(12): 15-22 (1994)

Charles Rich, Richard C. Waters, Yves Schabes, William T. Freeman, Mark C. Torrance, Andrew R. Golding, Michal Roth: An Animated On-Line Community with Artificial Agents. IEEE MultiMedia 1(4): 32-42 (1994)

William T. Freeman: Exploiting the generic view assumption to estimate scene parameters. ICCV 1993: 347-356

Eero P. Simoncelli, William T. Freeman, Edward H. Adelson, David J. Heeger: Shiftable multiscale transforms. IEEE Transactions on Information Theory 38(2): 587-607 (1992)

William T. Freeman, Edward H. Adelson: The Design and Use of Steerable Filters. IEEE Trans. Pattern Anal. Mach. Intell. 13(9): 891-906 (1991)

William T. Freeman, Edward H. Adelson, David J. Heeger: Motion without movement. SIGGRAPH 1991: 27-30

William T. Freeman, Edward H. Adelson: Steerable filters for early vision, image analysis, and wavelet decomposition. ICCV 1990: 406-415