| 2020 | WACV | Stochastic Dynamics for Video Infilling. | Qiangeng Xu, Hanwang Zhang, Weiyue Wang, Peter N. Belhumeur, Ulrich Neumann |
| 2018 | BMVC | The Minimalist Camera. | Parita Pooj, Michael Grossberg, Peter N. Belhumeur, Shree K. Nayar |
| 2016 | AAAI | Articulated Pose Estimation Using Hierarchical Exemplar-Based Models. | Jiongxin Liu, Yinxiao Li, Peter K. Allen, Peter N. Belhumeur |
| 2014 | CVPR | Birdsnap: Large-Scale Fine-Grained Visual Categorization of Birds. | Thomas Berg, Jiongxin Liu, Seung Woo Lee, Michelle L. Alexander, David W. Jacobs, Peter N. Belhumeur |
| 2014 | ECCV | Part-Pair Representation for Part Localization. | Jiongxin Liu, Yinxiao Li, Peter N. Belhumeur |
| 2013 | BMVC | From Bikers to Surfers: Visual Recognition of Urban Tribes. | Iljung S. Kwak, Ana Cristina Murillo, Peter N. Belhumeur, David J. Kriegman, Serge J. Belongie |
| 2013 | CVPR | POOF: Part-Based One-vs.-One Features for Fine-Grained Categorization, Face Verification, and Attribute Estimation. | Thomas Berg, Peter N. Belhumeur |
| 2013 | ICCV | How Do You Tell a Blackbird from a Crow? | Thomas Berg, Peter N. Belhumeur |
| 2013 | ICCV | Bird Part Localization Using Exemplar-Based Models with Enforced Pose and Subcategory Consistency. | Jiongxin Liu, Peter N. Belhumeur |
| 2012 | BMVC | Tom-vs-Pete Classifiers and Identity-Preserving Alignment for Face Verification. | Thomas Berg, Peter N. Belhumeur |
| 2012 | CVPR | Multi-attribute spaces: Calibration for attribute fusion and similarity search. | Walter J. Scheirer, Neeraj Kumar, Peter N. Belhumeur, Terrance E. Boult |
| 2012 | ECCV | Leafsnap: A Computer Vision System for Automatic Plant Species Identification. | Neeraj Kumar, Peter N. Belhumeur, Arijit Biswas, David W. Jacobs, W. John Kress, Ida C. Lopez, Joo V. B. Soares |
| 2012 | ECCV | Dog Breed Classification Using Part Localization. | Jiongxin Liu, Angjoo Kanazawa, David W. Jacobs, Peter N. Belhumeur |
| 2011 | CVPR | Localizing parts of faces using a consensus of exemplars. | Peter N. Belhumeur, David W. Jacobs, David J. Kriegman, Neeraj Kumar |
| 2010 | ACCV | Towards Full 3D Helmholtz Stereovision Algorithms. | Amal Delaunoy, Emmanuel Prados, Peter N. Belhumeur |
| 2009 | ICCV | Attribute and simile classifiers for face verification. | Neeraj Kumar, Alexander C. Berg, Peter N. Belhumeur, Shree K. Nayar |
| 2008 | ECCV | Searching the World's Herbaria: A System for Visual Identification of Plant Species. | Peter N. Belhumeur, Daozheng Chen, Steven Feiner, David W. Jacobs, W. John Kress, Haibin Ling, Ida C. Lopez, Ravi Ramamoorthi, Sameer Sheorey, Sean White, Ling Zhang |
| 2008 | ECCV | Compressive Structured Light for Recovering Inhomogeneous Participating Media. | Jinwei Gu, Shree K. Nayar, Eitan Grinspun, Peter N. Belhumeur, Ravi Ramamoorthi |
| 2008 | ECCV | FaceTracer: A Search Engine for Large Collections of Images with Faces. | Neeraj Kumar, Peter N. Belhumeur, Shree K. Nayar |
| 2006 | CVPR | Color Subspaces as Photometric Invariants. | Todd E. Zickler, Satya P. Mallick, David J. Kriegman, Peter N. Belhumeur |
| 2006 | ECCV | Specularity Removal in Images and Videos: A PDE Approach. | Satya P. Mallick, Todd E. Zickler, Peter N. Belhumeur, David J. Kriegman |
| 2006 | SIGGRAPH | Dichromatic separation: specularity removal and editing. | Satya P. Mallick, Todd E. Zickler, Peter N. Belhumeur, David J. Kriegman |
| 2005 | CVPR | Beyond Lambert: Reconstructing Specular Surfaces Using Color. | Satya P. Mallick, Todd E. Zickler, David J. Kriegman, Peter N. Belhumeur |
| 2005 | EWSN | Further results on sensor network localization using rigidity. | Tolga Eren, Walter Whiteley, Peter N. Belhumeur |
| 2005 | ICCV | Using Eye Reflections for Face Recognition Under Varying Illumination. | Ko Nishino, Peter N. Belhumeur, Shree K. Nayar |
| 2005 | SIGGRAPH | Time-varying textures: definition, acquisition, and synthesis. | Sebastian Enrique, Melissa L. Koudelka, Peter N. Belhumeur, Julie Dorsey, Shree K. Nayar, Ravi Ramamoorthi |
| 2005 | SIGGRAPH | Optimal illumination for image and video relighting. | Francesc Moreno-Noguer, Shree K. Nayar, Peter N. Belhumeur |
| 2005 | SIGGRAPH | Image-based rendering from a sparse set of images. | Todd E. Zickler, Sebastian Enrique, Ravi Ramamoorthi, Peter N. Belhumeur |
| 2004 | CVPR | Making One Object Look Like Another: Controlling Appearance Using a Projector-Camera System. | Michael D. Grossberg, Harish Peri, Shree K. Nayar, Peter N. Belhumeur |
| 2004 | ECCV | A Fourier Theory for Cast Shadows. | Ravi Ramamoorthi, Melissa L. Koudelka, Peter N. Belhumeur |
| 2004 | INFOCOM | Rigidity, Computation, and Randomization in Network Localization. | Tolga Eren, David Kiyoshi Goldenberg, Walter Whiteley, Yang Richard Yang, A. Stephen Morse, Brian D. O. Anderson, Peter N. Belhumeur |
| 2003 | CVPR | Toward a Stratification of Helmholtz Stereopsis. | Todd E. Zickler, Peter N. Belhumeur, David J. Kriegman |
| 2003 | ICCV | A Theory of Multiplexed Illumination. | Yoav Y. Schechner, Shree K. Nayar, Peter N. Belhumeur |
| 2003 | ICCV | Binocular Helmholtz Stereopsis. | Todd E. Zickler, Jeffrey Ho, David J. Kriegman, Jean Ponce, Peter N. Belhumeur |
| 2002 | ECCV | Helmholtz Stereopsis: Exploiting Reciprocity for Surface Reconstruction. | Todd E. Zickler, Peter N. Belhumeur, David J. Kriegman |
| 2001 | CVPR | Finding Folds: On the Appearance and Identification of Occlusion. | Patrick S. Huggins, Hansen F. Chen, Peter N. Belhumeur, Steven W. Zucker |
| 2001 | CVPR | Image-based Modeling and Rendering of Surfaces with Arbitrary BRDFs. | Melissa L. Koudelka, Peter N. Belhumeur, Sebastian Magda, David J. Kriegman |
| 2001 | ICCV | Beyond Lambert: Reconstructing Surfaces with Arbitrary BRDFs. | Sebastian Magda, David J. Kriegman, Todd E. Zickler, Peter N. Belhumeur |
| 2000 | CVPR | In Search of Illumination Invariants. | Hansen F. Chen, Peter N. Belhumeur, David W. Jacobs |
| 1998 | CVPR | Illumination Cones for Recognition under Variable Lighting: Faces. | Athinodoros S. Georghiades, David J. Kriegman, Peter N. Belhumeur |
| 1998 | CVPR | Comparing Images under Variable Illumination. | David W. Jacobs, Peter N. Belhumeur, Ronen Basri |
| 1998 | ECCV | What Shadows Reveal about Object Structure. | David J. Kriegman, Peter N. Belhumeur |
| 1997 | CVPR | The Bas-Relief Ambiguity. | Peter N. Belhumeur, David J. Kriegman, Alan L. Yuille |
| 1996 | CVPR | What is the set of images of an object under all possible lighting conditions? | Peter N. Belhumeur, David J. Kriegman |
| 1996 | CVPR | Real-time tracking of image regions with changes in geometry and illumination. | Gregory D. Hager, Peter N. Belhumeur |
| 1996 | ECCV | Eigenfaces vs. Fisherfaces: Recognition Using Class Specific Linear Projection. | Peter N. Belhumeur, Joo P. Hespanha, David J. Kriegman |
| 1996 | ECCV | Learning Object Representation form Lighting Variations. | Russell Epstein, Alan L. Yuille, Peter N. Belhumeur |
| 1996 | ICIP | Estimation of motion boundary location and optical flow using dynamic programming. | Xenophon Papademetris, Peter N. Belhumeur |
| 1995 | ICCV | Recovering Object Surfaces from Viewed Changes in Surface Texture Patterns. | Peter N. Belhumeur, Alan L. Yuille |
| 1994 | ICIP | Global Priors for Binocular Stereopsis. | Peter N. Belhumeur |
| 1993 | ICCV | A binocular stereo algorithm for reconstructing sloping, creased, and broken surfaces in the presence of half-occlusion. | Peter N. Belhumeur |
| 1992 | CVPR | A Bayesian treatment of the stereo correspondence problem using half-occluded regions. | Peter N. Belhumeur, David Mumford |
| 1986 | ICRA | 3-D object position estimation and recognition based on parameterized surfaces and multiple views. | Bruno Cernuschi-Fras, Peter N. Belhumeur, David B. Cooper |