David Kriegman
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American computer scientist
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David Kriegmancomputer-science Degrees
Computer Science
#3209
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#3362
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Machine Learning
#925
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#938
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#1841
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Computer Science
David Kriegman's Degrees
- PhD Computer Science University of California, Berkeley
- Masters Computer Science University of California, Berkeley
- Bachelors Computer Science University of California, Berkeley
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Why Is David Kriegman Influential?
(Suggest an Edit or Addition)According to Wikipedia, David Kriegman is a professor of computer science and engineering at the University of California, San Diego, was named Fellow of the Institute of Electrical and Electronics Engineers in 2015 for contributions to computer vision. Since 2007, he has also been the CEO and founder of Taaz, Inc.
David Kriegman'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)
- Detecting Faces in Images: A Survey (2002) (4043)
- Acquiring linear subspaces for face recognition under variable lighting (2005) (2445)
- Localizing Parts of Faces Using a Consensus of Exemplars (2011) (1016)
- The Bas-Relief Ambiguity (1997) (637)
- PSF estimation using sharp edge prediction (2008) (616)
- Clustering appearances of objects under varying illumination conditions (2003) (567)
- Video-based face recognition using probabilistic appearance manifolds (2003) (540)
- 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)
- Image to Image Translation for Domain Adaptation (2017) (438)
- Stereo vision and navigation in buildings for mobile robots (1989) (324)
- Recognition using class specific linear projection (1997) (321)
- Structure and motion from line segments in multiple images (1992) (315)
- Leginon: an automated system for acquisition of images from vitreous ice specimens. (2000) (302)
- From few to many: generative models for recognition under variable pose and illumination (2000) (298)
- Face recognition using kernel eigenfaces (2000) (284)
- Appearance-based eye gaze estimation (2002) (265)
- Visual tracking and recognition using probabilistic appearance manifolds (2005) (264)
- Illumination cones for recognition under variable lighting: faces (1998) (252)
- Beyond pairwise clustering (2005) (252)
- Automated annotation of coral reef survey images (2012) (245)
- On Recognizing and Positioning Curved 3-D Objects from Image Contours (1990) (243)
- Photometric stereo with non-parametric and spatially-varying reflectance (2008) (230)
- Helmholtz Stereopsis: Exploiting Reciprocity for Surface Reconstruction (2002) (227)
- Towards Automated Annotation of Benthic Survey Images: Variability of Human Experts and Operational Modes of Automation (2015) (220)
- Image deblurring and denoising using color priors (2009) (203)
- Generalized Non-metric Multidimensional Scaling (2007) (194)
- Online learning of probabilistic appearance manifolds for video-based recognition and tracking (2005) (192)
- The yale face database (1997) (182)
- Visual tracking using learned linear subspaces (2004) (180)
- Beyond Lambert: reconstructing specular surfaces using color (2005) (180)
- Nine points of light: acquiring subspaces for face recognition under variable lighting (2001) (176)
- Parameterized Families of Polynomials for Bounded Algebraic Curve and Surface Fitting (1994) (174)
- Practical Global Optimization for Multiview Geometry (2006) (171)
- ACE: automated CTF estimation. (2005) (159)
- Automatic particle selection: results of a comparative study. (2004) (149)
- Vision-based motion planning and exploration algorithms for mobile robots (1995) (145)
- Leveraging temporal, contextual and ordering constraints for recognizing complex activities in video (2007) (144)
- Computing exact aspect graphs of curved objects: Solids of revolution (1989) (130)
- Specularity Removal in Images and Videos: A PDE Approach (2006) (130)
- On recognizing and positioning curved 3D objects from image contours (1989) (127)
- Toward a perceptual space for gloss (2009) (123)
- Face detection using mixtures of linear subspaces (2000) (121)
- ShadowCuts: Photometric Stereo with Shadows (2007) (118)
- Minimization on the Lie Group SO(3) and Related Manifolds (1994) (117)
- Neural Reflectance Fields for Appearance Acquisition (2020) (110)
- Personal photo enhancement using example images (2010) (108)
- Resolving the Generalized Bas-Relief Ambiguity by Entropy Minimization (2007) (108)
- Beyond Lambert: reconstructing surfaces with arbitrary BRDFs (2001) (105)
- Passive photometric stereo from motion (2005) (98)
- Face Recognition Using 3-D Models: Pose and Illumination (2006) (96)
- Synthetic Aperture Tracking: Tracking through Occlusions (2007) (89)
- A Real-Time Approach to the Spotting, Representation, and Recognition of Hand Gestures for Human-Computer Interaction (2002) (89)
- Reflections on the generalized bas-relief ambiguity (2005) (88)
- Color Subspaces as Photometric Invariants (2006) (88)
- Dense Volume-to-Volume Vascular Boundary Detection (2016) (86)
- A mobile robot: Sensing, planning and locomotion (1987) (83)
- Toward Reconstructing Surfaces With Arbitrary Isotropic Reflectance : A Stratified Photometric Stereo Approach (2007) (82)
- Illumination-based image synthesis: creating novel images of human faces under differing pose and lighting (1999) (79)
- Moving in stereo: Efficient structure and motion using lines (2009) (77)
- Introduction to the Special Section on Real-World Face Recognition (2011) (76)
- Shape from Varying Illumination and Viewpoint (2007) (70)
- Deep Reflectance Volumes: Relightable Reconstructions from Multi-View Photometric Images (2020) (69)
- Pose, illumination and expression invariant pairwise face-similarity measure via Doppelgänger list comparison (2011) (65)
- What Shadows Reveal about Object Structure (1998) (65)
- Video-based Car Surveillance: License Plate, Make, and Model Recognition (2005) (62)
- Photometric Stereo in a Scattering Medium (2015) (62)
- What defines a view? (2001) (62)
- Fast texture synthesis on arbitrary meshes (2003) (61)
- Isotropy, Reciprocity and the Generalized Bas-Relief Ambiguity (2007) (61)
- The confluence of vision and control, Block Island Workshop on Vision and Control, June 23-27, 1997, Block Island, Rhode Island, USA (1998) (57)
- Locally Uniform Comparison Image Descriptor (2012) (57)
- Computing exact aspect graphs of curved objects: Algebraic surfaces (1990) (54)
- Autocalibration via Rank-Constrained Estimation of the Absolute Quadric (2007) (53)
- Urban tribes: Analyzing group photos from a social perspective (2012) (52)
- On Refractive Optical Flow (2004) (52)
- Structure and motion in two dimensions from multiple images: a least squares approach (1991) (51)
- Toward selecting and recognizing natural landmarks (1995) (50)
- Complete algorithms for feeding polyhedral parts using pivot grasps (1996) (50)
- Automated identification of filaments in cryoelectron microscopy images. (2001) (50)
- Deep 3D Capture: Geometry and Reflectance From Sparse Multi-View Images (2020) (49)
- On using CAD models to compute the pose of curved 3D objects (1991) (49)
- Improving Automated Annotation of Benthic Survey Images Using Wide-band Fluorescence (2016) (49)
- Detecting particles in cryo-EM micrographs using learned features. (2004) (48)
- Let Them Fall Where They May: Capture Regions of Curved Objects and Polyhedra (1997) (47)
- Image-based modeling and rendering of surfaces with arbitrary BRDFs (2001) (45)
- Binocular Helmholtz stereopsis (2003) (45)
- Curve and Surface Duals and the Recognition of Curved 3D Objects from their Silhouettes (2004) (44)
- Toward domain-independent navigation: dynamic vision and control (1998) (44)
- Structure and motion of curved 3D objects from monocular silhouettes (1996) (44)
- Compressing large polygonal models (2001) (41)
- Face Detection Using Multimodal Density Models (2001) (41)
- Exploration strategies for mobile robots (1993) (41)
- Invariant-based recognition of complex curved 3D objects from image contours (1995) (40)
- Selecting promising landmarks (2000) (40)
- HOT curves for modelling and recognition of smooth curved 3D objects (1994) (37)
- From Bikers to Surfers: Visual Recognition of Urban Tribes (2013) (36)
- Learning Concept Embeddings with Combined Human-Machine Expertise (2015) (35)
- Computing stable poses of piecewise smooth objects (1991) (35)
- Robust structure and motion from outlines of smooth curved surfaces (2006) (34)
- Wide Field-of-View Fluorescence Imaging of Coral Reefs (2015) (34)
- Globally optimal bilinear programming for computer vision applications (2008) (34)
- Computational architecture for the Utah/MIT hand (1985) (34)
- Image-based prediction of landmark features for mobile robot navigation (1997) (33)
- Face detection using a mixture of factor analyzers (1999) (33)
- Depth and Image Restoration from Light Field in a Scattering Medium (2017) (32)
- On manipulating polygonal objects with three 2-DOF robots in the plane (1999) (32)
- Stereo vision and navigation within buildings (1987) (31)
- Wet fingerprint recognition: Challenges and opportunities (2011) (31)
- Two faces are better than one: Face recognition in group photographs (2011) (30)
- Shape from Fluorescence (2012) (30)
- Structure and View Estimation for Tomographic Reconstruction: A Bayesian Approach (2006) (30)
- Complete algorithms for reorienting polyhedral parts using a pivoting gripper (1995) (30)
- Generic models for robot navigation (1988) (29)
- Structure and Motion from Images of Smooth Textureless Objects (2004) (29)
- Integrating Surface Normal Vectors Using Fast Marching Method (2006) (28)
- Tracking humans using prior and learned representations of shape and appearance (2004) (28)
- Introduction of New Editor-in-Chief (2009) (27)
- Caribbean massive corals not recovering from repeated thermal stress events during 2005–2013 (2017) (26)
- Globally Optimal Algorithms for Stratified Autocalibration (2010) (26)
- Special issue on face recognition (2003) (25)
- Guess-Averse Loss Functions For Cost-Sensitive Multiclass Boosting (2014) (25)
- What shadows reveal about object structure. (2001) (25)
- Computing Exact Aspect Graphs of Curved Objects: Parametric Surfaces (1990) (24)
- Learning to See Through Turbulent Water (2018) (24)
- Reconstruction of volumetric surface textures for real-time rendering (2006) (22)
- A New Curve Tracing Algorithm and Some Applications (1991) (22)
- Constraints for Recognizing and Locating Curved 3D Objects from Monocular Image Features (1992) (21)
- Camera Distance from Face Images (2013) (20)
- Toward a stratification of Helmholtz stereopsis (2003) (20)
- Globally Optimal Affine and Metric Upgrades in Stratified Autocalibration (2007) (19)
- Image Clustering with Metric, Local Linear Structure, and Affine Symmetry (2004) (17)
- Let them fall where they may: capture regions of curved 3D objects (1994) (16)
- Parametrizing and fitting bounded algebraic curves and surfaces (1992) (15)
- On Pencils of Tangent Planes and the Recognition of Smooth 3D Shapes from Silhouettes (2002) (14)
- Structural Edge Detection for Cardiovascular Modeling (2015) (13)
- Localized glaucomatous change detection within the proper orthogonal decomposition framework. (2012) (12)
- A Planar Light Probe (2006) (11)
- Methods and measurement variance for field estimations of coral colony planar area using underwater photographs and semi-automated image segmentation (2015) (11)
- Dichromatic separation: specularity removal and editing (2006) (9)
- A New Deep Learning Engine for CoralNet (2021) (9)
- Adaptive ranking of facial attractiveness (2014) (9)
- Toward 3D curved object recognition from image contours (1992) (7)
- Detecting the Starting Frame of Actions in Video (2019) (7)
- Reconstruction of HOT curves from image sequences (1993) (7)
- Detecting Glaucoma in the Ocular Hypertension Study Using Deep Learning. (2022) (7)
- Automated Analysis of Underwater Imagery: Accomplishments, Products, and Vision (2019) (6)
- Duals, Invariants, and the Recognition of Smooth Objects from their Occlucing Contours (2000) (6)
- Object classes and image contours in model-based vision (1990) (5)
- Representations for Recognizing Complex Curved 3D Objects (1994) (5)
- On Reducing the Complexity of Illumination Cones for Face Recognition (2001) (5)
- On the Effect of Illumination and Face Recognition (2005) (5)
- FACE RECOGNITION USING KERNEL (2000) (4)
- Shape and Enlightenment: Reconstruction and Recognition under Variable Illumination (2000) (4)
- New progress in prediction and interpretation of line-drawings of curved 3D objects (1990) (4)
- Area-normalized scaling of ReefBudget calcification, macrobioerosion, and microbioerosion rates for use with CoralNet Version 1.0 (2021) (3)
- Detecting glaucoma progression from localized rates of retinal changes in parametric and nonparametric statistical framework with type I error control. (2014) (2)
- Number 17 (2017) (2)
- State of the Transactions (2002) (2)
- Wide field-of-view daytime fluorescence imaging of coral reefs (2013) (2)
- Detecting Glaucomatous Changes Using Only One Optic Nerve Head Scan Per Exam (2010) (2)
- Representations for Recognition Under Variable Illumination (1999) (2)
- Introduction from the New Editors (2008) (2)
- Rapid assessments of Pacific Ocean net coral reef carbonate budgets and net calcification following the 2014–2017 global coral bleaching event (2022) (2)
- Geometric modeling for computer vision (1992) (2)
- Personal photo enhancement using prior images (2008) (1)
- Omnidirectional vision-based mapping by free region sweeping (2004) (1)
- Enforcing Reasoning in Visual Commonsense Reasoning (2019) (1)
- Viewpoint-dependent image features in human object representation (1992) (1)
- Perceptual Organization as a Method for Detection and Selection of Filamentous Structures in Highly Noisy Images Acquired by Cryo-electron Microscopy (2000) (1)
- Face Box Shape and Verification (2013) (1)
- An algébraic approach to computer vision (1989) (1)
- Match-time covariance for descriptors (2013) (1)
- Convex hulls of algebraic curves (1992) (1)
- The block island workshop: Summary report (1997) (1)
- Detecting Glaucoma in the Ocular Hypertension Treatment Study Using Deep Learning: Implications for clinical trial endpoints (2021) (1)
- Computer Vision in Oceanography (2016) (1)
- Detecting Glaucoma from Fundus Photographs Using Deep Learning without Convolutions: Transformer for Improved Generalization (2022) (1)
- Detection of Filamentous Structures in Low-Contrast Images Acquired in Defocus Pair by Cryo-Electron Microscopy (2001) (1)
- Introduction of New Associate Editor (2005) (0)
- Face Detection Benchmark Database Data Set Location Description (2007) (0)
- The Coral Reef Sentinels Program: A Mars Shot for Blue Planetary Health (2021) (0)
- Dissertation Prospectus: Vision-based Learning on a Mobile Robot Dissertation Committee (1996) (0)
- Wavelet based Artificial Light Receptor – A feature extraction model for face recognition (2017) (0)
- Dichromatic Separation : Specularity Removal and Editing ( sketches 0668 ) (2006) (0)
- Editorial-State of the Transactions (2002) (0)
- Representing the appearances of human faces for recognition (2005) (0)
- Computational Approaches to Human Shape Representation. (1994) (0)
- Introduction of New Associate Editors (2008) (0)
- Vision in the Small: Reconstructing the Structure of Protein Macromolecules from Cryo-Electron Micrographs (2006) (0)
- International Conference on Robotics and Automation Image � based Prediction of Landmark Features for Mobile Robot Navigation (2004) (0)
- Detecting Glaucomatous Progression from Localized Rates of Retinal Height Changes in Parametric and Non-Parametric Frameworks (2012) (0)
- Face Recognition Using 3-D Models: Pose and Illumination Novel face recognition algorithms, based on three-dimensional information, promise to improve automated face recognition by dealing with different viewing and lighting conditions. (2006) (0)
- Research issues in vision and control (1997) (0)
- In Memoriam, Azriel Rosenfeld(1931-2004) (2004) (0)
- Organizing Committee and Area Chairs (2018) (0)
- One-Vote Veto: A Self-Training Strategy for Low-Shot Learning of a Task-Invariant Embedding to Diagnose Glaucoma (2020) (0)
- Vision Sensors for Robots (2003) (0)
- An Integrated System for Transmission Electron Microscopy. (2000) (0)
- On clustering images of objects (2005) (0)
- 5 Future Work (1994) (0)
- Domain Adaptation via Image to Image Translation (2020) (0)
- Image-based reconstruction and modeling of geometry with complex reflectance in non-diffusive media (2007) (0)
- Shadows, Shading, and Projective Ambiguity (1999) (0)
- Automated Very Low Magnification Imaging for TEM (2001) (0)
- FACE DETECTION USING A MIXTURE OF FACTOR ANALYZERSMing - (1999) (0)
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