Peter N. Belhumeur
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Peter N. Belhumeurengineering Degrees
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Electrical Engineering
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Peter N. Belhumeurcomputer-science Degrees
Computer Science
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Machine Learning
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Engineering Computer Science
Peter N. Belhumeur's Degrees
- Bachelors Electrical Engineering Princeton University
- Masters Electrical Engineering Stanford University
- PhD Electrical Engineering California Institute of Technology
Why Is Peter N. Belhumeur Influential?
(Suggest an Edit or Addition)Peter N. Belhumeur's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- Eigenfaces vs. Fisherfaces: Recognition Using Class Specific Linear Projection (1996) (12760)
- From Few to Many: Illumination Cone Models for Face Recognition under Variable Lighting and Pose (2001) (4930)
- Attribute and simile classifiers for face verification (2009) (1573)
- Efficient Region Tracking With Parametric Models of Geometry and Illumination (1998) (1323)
- Localizing Parts of Faces Using a Consensus of Exemplars (2011) (1016)
- Leafsnap: A Computer Vision System for Automatic Plant Species Identification (2012) (723)
- The Bas-Relief Ambiguity (1997) (637)
- A Theory of Network Localization (2006) (625)
- Rigidity, computation, and randomization in network localization (2004) (563)
- What Is the Set of Images of an Object Under All Possible Illumination Conditions? (1998) (523)
- What is the set of images of an object under all possible lighting conditions? (1996) (492)
- Describable Visual Attributes for Face Verification and Image Search (2011) (481)
- FaceTracer: A Search Engine for Large Collections of Images with Faces (2008) (405)
- POOF: Part-Based One-vs.-One Features for Fine-Grained Categorization, Face Verification, and Attribute Estimation (2013) (367)
- In search of illumination invariants (2001) (364)
- Face swapping: automatically replacing faces in photographs (2008) (358)
- Recognition using class specific linear projection (1997) (321)
- From few to many: generative models for recognition under variable pose and illumination (2000) (298)
- Birdsnap: Large-Scale Fine-Grained Visual Categorization of Birds (2014) (287)
- Real-time tracking of image regions with changes in geometry and illumination (1996) (269)
- Illumination cones for recognition under variable lighting: faces (1998) (252)
- A Bayesian approach to binocular steropsis (1996) (229)
- Helmholtz Stereopsis: Exploiting Reciprocity for Surface Reconstruction (2002) (227)
- Searching the World's Herbaria: A System for Visual Identification of Plant Species (2008) (210)
- Moving gradients: a path-based method for plausible image interpolation (2009) (203)
- Dog Breed Classification Using Part Localization (2012) (203)
- Making one object look like another: controlling appearance using a projector-camera system (2004) (195)
- Multi-attribute spaces: Calibration for attribute fusion and similarity search (2012) (190)
- A Projection System with Radiometric Compensation for Screen Imperfections (2003) (188)
- A Bayesian treatment of the stereo correspondence problem using half-occluded regions (1992) (183)
- The yale face database (1997) (182)
- Beyond Lambert: reconstructing specular surfaces using color (2005) (180)
- Determining Generative Models of Objects Under Varying Illumination: Shape and Albedo from Multiple Images Using SVD and Integrability (1999) (178)
- Tom-vs-Pete Classifiers and Identity-Preserving Alignment for Face Verification (2012) (161)
- A FRAMEWORK FOR MAINTAINING FORMATIONS BASED ON RIGIDITY (2002) (151)
- Comparing images under variable illumination (1998) (150)
- Multiplexing for Optimal Lighting (2007) (148)
- A theory of multiplexed illumination (2003) (136)
- Specularity Removal in Images and Videos: A PDE Approach (2006) (130)
- Closing ranks in vehicle formations based on rigidity (2002) (122)
- Compressive Structured Light for Recovering Inhomogeneous Participating Media (2008) (120)
- First steps toward an electronic field guide for plants (2006) (115)
- A first-order analysis of lighting, shading, and shadows (2007) (114)
- Active refocusing of images and videos (2007) (108)
- Beyond Lambert: reconstructing surfaces with arbitrary BRDFs (2001) (105)
- Sensor and network topologies of formations with direction, bearing, and angle information between agents (2003) (99)
- Operations on Rigid Formations of Autonomous Agents (2003) (96)
- Graphical properties of easily localizable sensor networks (2009) (91)
- Color Subspaces as Photometric Invariants (2006) (88)
- Illumination-based image synthesis: creating novel images of human faces under differing pose and lighting (1999) (79)
- Reflectance sharing: predicting appearance from a sparse set of images of a known shape (2006) (79)
- Removing image artifacts due to dirty camera lenses and thin occluders (2009) (79)
- Time-varying surface appearance: acquisition, modeling and rendering (2006) (71)
- Using Angle of Arrival (Bearing) Information in Network Localization (2006) (71)
- Time-varying surface appearance (2006) (71)
- Information structures to secure control of rigid formations with leader-follower architecture (2005) (70)
- A binocular stereo algorithm for reconstructing sloping, creased, and broken surfaces in the presence of half-occlusion (1993) (68)
- What Shadows Reveal about Object Structure (1998) (65)
- Lighting sensitive display (2004) (56)
- Fusing with context: A Bayesian approach to combining descriptive attributes (2011) (55)
- A Fourier theory for cast shadows (2004) (55)
- Reflectance sharing: image-based rendering from a sparse set of images (2005) (49)
- Toward a Model-Based Bayesian Theory for Estimating and Recognizing Parameterized 3-D Objects Using Two or More Images Taken from Different Positions (1989) (48)
- Time-Varying BRDFs (2006) (47)
- Image-based modeling and rendering of surfaces with arbitrary BRDFs (2001) (45)
- Binocular Helmholtz stereopsis (2003) (45)
- A theory of locally low dimensional light transport (2007) (41)
- Learning Object Representations from LightingVariationsR (1996) (41)
- How Do You Tell a Blackbird from a Crow? (2013) (40)
- Finding folds: on the appearance and identification of occlusion (2001) (40)
- Bird Part Localization Using Exemplar-Based Models with Enforced Pose and Subcategory Consistency (2013) (37)
- From Bikers to Surfers: Visual Recognition of Urban Tribes (2013) (36)
- Two faces are better than one: Face recognition in group photographs (2011) (30)
- Learning Object Representation form Lighting Variations (1996) (30)
- Part-Pair Representation for Part Localization (2014) (27)
- Citizen Science and Climate Change: Mapping the Range Expansions of Native and Exotic Plants with the Mobile App Leafsnap (2018) (26)
- Dirty Glass: Rendering Contamination on Transparent Surfaces (2007) (26)
- Merging globally rigid formations of mobile autonomous agents (2004) (26)
- What shadows reveal about object structure. (2001) (25)
- Information Structures to Secure Control of Rigid Formations with Leader-Follower Structure (2004) (22)
- Using eye reflections for face recognition under varying illumination (2005) (22)
- Toward a stratification of Helmholtz stereopsis (2003) (20)
- Towards Full 3D Helmholtz Stereovision Algorithms (2010) (20)
- Ongoing Challenges in Face Recognition (2005) (19)
- Further results on sensor network localization using rigidity (2005) (17)
- Information structures to control formation splitting and merging (2004) (16)
- Stochastic Dynamics for Video Infilling (2018) (16)
- Image-based rendering from a sparse set of images (2005) (12)
- Optimal illumination for image and video relighting (2005) (12)
- Time-varying textures: definition, acquisition, and synthesis (2005) (9)
- Dichromatic separation: specularity removal and editing (2006) (9)
- Sensor and Network Topologies of Formations with distance-direction-angle constraints (2003) (8)
- Estimation of motion boundary location and optical flow using dynamic programming (1996) (8)
- Information structures to secure control of globally rigid formations (2004) (8)
- Capture, analysis and synthesis of textured surfaces with variation in illumination, viewpoint, and time (2004) (8)
- Judging Whether Multiple Silhouettes Can Come from the Same Object (2001) (7)
- Rigid formations of autonomous agents (2004) (7)
- A Theoretical Analysis of the Conditions for Unambiguous Node Localization in Sensor Networks (2004) (7)
- A computational theory for binocular stereopsis (1996) (6)
- Articulated Pose Estimation Using Hierarchical Exemplar-Based Models (2015) (5)
- How reliable are your visual attributes? (2013) (5)
- Shape and Enlightenment: Reconstruction and Recognition under Variable Illumination (2000) (4)
- 3-D object position estimation and recognition based on parameterized surfaces and multiple views (1986) (4)
- Rigid Formations with Leader-Follower Architecture (2005) (4)
- Tracking in 3D: Image Variability Decomposition for Recovering Object Pose and Illumination (1999) (4)
- Recovering object surfaces from viewed changes in surface texture patterns (1995) (3)
- A Bayesian approach to the stereo correspondence problem (1993) (3)
- From few to many: generative appearance-based models for face recognition (2003) (2)
- Attribute and Simile Classifiers for Face Verification ( In submission please do not distribute . ) (2009) (2)
- Editorial for the Special Issue on Photometric Analysis for Computer Vision (2009) (2)
- Representations for Recognition Under Variable Illumination (1999) (2)
- Stochastic Video Long-term Interpolation (2018) (1)
- Global priors for binocular stereopsis (1994) (1)
- The Minimalist Camera (2018) (1)
- Imaging in multiplexed illumination (2004) (1)
- Proceedings Workshop on Photometric Analysis for Computer Vision (PACV'2007) (2007) (1)
- Time-Varying Textures (2005) (1)
- Measurement, modeling, and synthesis of time-varying appearance of natural phenomena (2010) (1)
- Image Variability Decomposition for Recovering Pose and Illumination from Object Tracking (1999) (0)
- A Survey on Image Processing and Human Action Recognition (2015) (0)
- Has Reached a Satisfactory Level of Energy Approxima- Tion Content. 5 Discussion and Conclusions 4.3 Tests on Real Imagery 3.1 Partitioning the R-svd Algorithm (0)
- Image-based modeling with complex reflectance (2004) (0)
- Dichromatic Separation : Specularity Removal and Editing ( sketches 0668 ) (2006) (0)
- Shadows, Shading, and Projective Ambiguity (1999) (0)
- Appreciation to IJCV Reviewers (2013) (0)
- Number 16 (2017) (0)
- Optimal Illumination for Image and Video Relighting ( sketches 0150 ) (2005) (0)
- Computational Vision at Yale (1999) (0)
- Referees 1998 (1998) (0)
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What Schools Are Affiliated With Peter N. Belhumeur?
Peter N. Belhumeur is affiliated with the following schools:
