D. Jacobs

David W. Jacobs, Peter N. Belhumeur, Hansen F. Chen, 2001, Proceedings IEEE Conference on Computer Vision and Pattern Recognition. CVPR 2000 (Cat. No.PR00662).

Localizing parts of faces using a consensus of exemplars

David J. Kriegman, David W. Jacobs, Peter N. Belhumeur, 2011, CVPR.

Robust and Efficient Detection of Salient Convex Groups

David W. Jacobs, D. Jacobs, 1996, IEEE Trans. Pattern Anal. Mach. Intell..

Stochastic Completion Fields: A Neural Model of Illusory Contour Shape and Salience

Lance R. Williams, David W. Jacobs, D. Jacobs, 1995, Neural Computation.

Model group indexing for recognition

David W. Jacobs, David T. Clemens, D. Jacobs, 1991, Proceedings. 1991 IEEE Computer Society Conference on Computer Vision and Pattern Recognition.

Leafsnap: A Computer Vision System for Automatic Plant Species Identification

W. John Kress, David W. Jacobs, Arijit Biswas, 2012, ECCV.

Shape Classification Using the Inner-Distance

Haibin Ling, David W. Jacobs, D. Jacobs, 2007, IEEE Transactions on Pattern Analysis and Machine Intelligence.

A Study of Face Recognition as People Age

Stefano Soatto, Haibin Ling, David W. Jacobs, 2007, 2007 IEEE 11th International Conference on Computer Vision.

Model-based Recognition

D. Jacobs, T. D. Alter, 1994 .

Linear fitting with missing data: applications to structure-from-motion and to characterizing intensity images

David W. Jacobs, D. Jacobs, 1997, Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition.

Stochastic Completion Fields: A Neural Model of Illusory Contour Shape and Salience

Lance R. Williams, David W. Jacobs, D. Jacobs, 1997, Neural Computation.

Linear Fitting with Missing Data for Structure-from-Motion

David W. Jacobs, D. Jacobs, 2001, Comput. Vis. Image Underst..

Lambertian Reflectance and Linear Subspaces

Ronen Basri, David W. Jacobs, R. Basri, 2003, IEEE Trans. Pattern Anal. Mach. Intell..

Biconvex Relaxation for Semidefinite Programming in Computer Vision pdf

Carlos D. Castillo, Tom Goldstein, David W. Jacobs, 2016, ECCV.

Locally Scale-Invariant Convolutional Neural Networks pdf

David W. Jacobs, Abhishek Sharma, Angjoo Kanazawa, 2014, ArXiv.

Lambertian reflectance and linear subspaces

Ronen Basri, David W. Jacobs, R. Basri, 2001, Proceedings Eighth IEEE International Conference on Computer Vision. ICCV 2001.

Segmenting independently moving, noisy points

D. Jacobs, C. Chennubhotla, 1994, Proceedings of 1994 IEEE Workshop on Motion of Non-rigid and Articulated Objects.

Large Scale Image Clustering with Active Pairwise Constraints

D. Jacobs, Arijit Biswas, 2011 .

SfSNet: Learning Shape, Reflectance and Illuminance of Faces 'in the Wild'

Carlos D. Castillo, David W. Jacobs, Soumyadip Sengupta, 2017, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.

Surface Dependent Representations for Illumination Insensitive Image Comparison

D. Jacobs, Margarita Osadchy, M. Lindenbaum, 2007 .

Comparing images under variable illumination

Ronen Basri, David W. Jacobs, Peter N. Belhumeur, 1998, Proceedings. 1998 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (Cat. No.98CB36231).

Input Reconstruction Side and top down view Part Segmentation Input Reconstruction Side and top down view Part Segmentation

Michael J. Black, Jitendra Malik, D. Jacobs, 2017 .

Learning 3D Deformation of Animals from 2D Images

R. Basri, D. Jacobs, Angjoo Kanazawa, 2015, Comput. Graph. Forum.

R. Basri, D. Jacobs, M. Galun, 2020, NeurIPS.

Target-driven perceptual grouping.

Ian H. Jermyn, D. Jacobs, D. Geiger, 1998 .

Fuzzy Vault

Carlos D. Castillo, Takeo Kanade, Rama Chellappa, 2009, Encyclopedia of Biometrics.

Representations in High-Level Vision: Reassessing the Inverse Optics Paradigm

D. W. Thompson, D. Jacobs, 1989 .

Mesh saliency

David W. Jacobs, Amitabh Varshney, D. Jacobs, 2005, ACM Trans. Graph..

Object Recognition Using Color And Geometry Indexing

D. Jacobs, E. Hil, 2007 .

The ents of l~de~iflg Under

D. Jacobs, 1996 .

Grouping for Recognition 1

D. Jacobs, 1989 .

Face Recognition Performance Evaluation

Carlos D. Castillo, Takeo Kanade, Rama Chellappa, 2009, Encyclopedia of Biometrics.

A book chapter template < 1 Shape Matching for Foliage Database Retrieval

D. Jacobs, Haibin Ling, 2007 .

What Makes Viewpoint Invariant Properties Perceptually Salient?: A Computational Perspective

D. Jacobs, 2000 .

Fake Finger Detection

Carlos D. Castillo, Takeo Kanade, Rama Chellappa, 2009, Encyclopedia of Biometrics.

Features vs. Templates

Carlos D. Castillo, Takeo Kanade, Rama Chellappa, 2009, Encyclopedia of Biometrics.

2016 IEEE Winter Conference on Applications of Computer Vision, WACV 2016, Lake Placid, NY, USA, March 7-10, 2016

Carlos D. Castillo, Rama Chellappa, Mayank Vatsa, 2016, WACV.

Facial Action Coding

Carlos D. Castillo, Takeo Kanade, Rama Chellappa, 2009, Encyclopedia of Biometrics.

False Positive Rate

Carlos D. Castillo, Takeo Kanade, Rama Chellappa, 2009, Encyclopedia of Biometrics.

Face Identification

Carlos D. Castillo, Takeo Kanade, Rama Chellappa, 2009, Encyclopedia of Biometrics.

Feature Vector

Carlos D. Castillo, Takeo Kanade, Rama Chellappa, 2009, Encyclopedia of Biometrics.

Adversarially robust transfer learning

D. Jacobs, T. Goldstein, Chen Zhu, 2019, ICLR.

End-to-End Recovery of Human Shape and Pose

Jitendra Malik, Michael J. Black, David W. Jacobs, 2017, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.

Shape Matching for Foliage Database Retrieval

Haibin Ling, David W. Jacobs, D. Jacobs, 2009, Semantic Mining Technologies for Multimedia Databases.

Face Processing

Takeo Kanade, Rama Chellappa, Xudong Jiang, 2009, Encyclopedia of Biometrics.

Approximate earth mover’s distance in linear time

David W. Jacobs, Sameer Shirdhonkar, D. Jacobs, 2008, 2008 IEEE Conference on Computer Vision and Pattern Recognition.

Robust pose invariant face recognition using coupled latent space discriminant analysis

Jonghyun Choi, Larry S. Davis, David W. Jacobs, 2012, Comput. Vis. Image Underst..

Wide-baseline stereo for face recognition with large pose variation

Carlos D. Castillo, David W. Jacobs, D. Jacobs, 2011, CVPR 2011.

Using Stereo Matching for 2-D Face Recognition Across Pose

Carlos D. Castillo, David W. Jacobs, D. Jacobs, 2007, 2007 IEEE Conference on Computer Vision and Pattern Recognition.

Appearance Characterization of Linear Lambertian Objects, Generalized Photometric Stereo, and Illumination-Invariant Face Recognition

Rama Chellappa, Shaohua Kevin Zhou, David W. Jacobs, 2007, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Frequency Bias in Neural Networks for Input of Non-Uniform Density

Ronen Basri, David Jacobs, Meirav Galun, 2020, ICML.

Tohme: detecting curb ramps in google street view using crowdsourcing, computer vision, and machine learning

Jon Froehlich, David W. Jacobs, Robert Moore, 2014, UIST.

Recognizing 3-D Objects Using 2-D Images

David W. Jacobs, D. Jacobs, 1992 .

Classification with Nonmetric Distances: Image Retrieval and Class Representation

Daphna Weinshall, David W. Jacobs, Yoram Gdalyahu, 2000, IEEE Trans. Pattern Anal. Mach. Intell..

Big Batch SGD: Automated Inference using Adaptive Batch Sizes pdf

David W. Jacobs, Tom Goldstein, Soham De, 2016, ArXiv.

Deformation invariant image matching

Haibin Ling, David W. Jacobs, D. Jacobs, 2005, Tenth IEEE International Conference on Computer Vision (ICCV'05) Volume 1.

Perceptual Completion Behind Occluders: The Role of Convexity

Ronen Basri, David W. Jacobs, Zili Liu, 2000 .

10 – Perceptual Organization as Generic Object Recognition

David W. Jacobs, D. Jacobs, 2001 .

Local Parallel Computation of Stochastic Completion Fields

Lance R. Williams, David W. Jacobs, D. Jacobs, 1996, Neural Computation.

Making L-BFGS Work with Industrial-Strength Nets

Tom Goldstein, Abhay Yadav, David Jacobs, 2020, BMVC.

Sparse Norm Filtering pdf

Min Wu, Dacheng Tao, Mingli Song, 2013, ArXiv.

Feature Matching with Bounded Distortion

Ronen Basri, Roi Poranne, Yaron Lipman, 2014, ACM Trans. Graph..

3D Menagerie: Modeling the 3D Shape and Pose of Animals

Michael J. Black, Silvia Zuffi, David W. Jacobs, 2016, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Frontal to profile face verification in the wild

Carlos D. Castillo, Rama Chellappa, Jun-Cheng Chen, 2016, 2016 IEEE Winter Conference on Applications of Computer Vision (WACV).

Riemannian Metric Learning for Symmetric Positive Definite Matrices pdf

David W. Jacobs, Raviteja Vemulapalli, D. Jacobs, 2015, ArXiv.

Clustering appearances of 3D objects

Ronen Basri, Dan Roth, David W. Jacobs, 1998, Proceedings. 1998 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (Cat. No.98CB36231).

The Convergence Rate of Neural Networks for Learned Functions of Different Frequencies

Ronen Basri, Yoni Kasten, David Jacobs, 2019, NeurIPS.

Visibility constraints on features of 3D objects

Ronen Basri, David W. Jacobs, Ross B. Girshick, 2009, 2009 IEEE Conference on Computer Vision and Pattern Recognition.

Characterization of Human Faces under Illumination Variations Using Rank, Integrability, and Symmetry Constraints

Rama Chellappa, Shaohua Kevin Zhou, David W. Jacobs, 2004, ECCV.

Uncertainty Propagation in Model-Based Recognition

David W. Jacobs, Tao Daniel Alter, D. Jacobs, 1998, International Journal of Computer Vision.

Projective alignment with regions

Ronen Basri, David W. Jacobs, R. Basri, 1999, Proceedings of the Seventh IEEE International Conference on Computer Vision.

Efficient determination of shape from multiple images containing partial information

Ronen Basri, David W. Jacobs, Adam J. Grove, 1996, Proceedings of 13th International Conference on Pattern Recognition.

Model-based Recognition

D. Jacobs, T. D. Alter, 1994 .

Generalized Multiview Analysis: A discriminative latent space

David W. Jacobs, Hal Daumé, Abhishek Sharma, 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition.

Dynamic Processing Allocation in Video

Lise Getoor, David W. Jacobs, Mustafa Bilgic, 2011, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Neural Inverse Rendering of an Indoor Scene From a Single Image

Jan Kautz, David W. Jacobs, Soumyadip Sengupta, 2019, 2019 IEEE/CVF International Conference on Computer Vision (ICCV).

From Shading to Local Shape

Ronen Basri, Ying Xiong, David W. Jacobs, 2013, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Fast Light-Weight Near-Field Photometric Stereo

D. Jacobs, Soumyadip Sengupta, Daniel Lichy, 2022, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Shape and Material Capture at Home

David W. Jacobs, Soumyadip Sengupta, Jiaye Wu, 2021, Computer Vision and Pattern Recognition.

GLoSH: Global-Local Spherical Harmonics for Intrinsic Image Decomposition

David W. Jacobs, Hao Zhou, Xiang Yu, 2019, 2019 IEEE/CVF International Conference on Computer Vision (ICCV).

Deep Single-Image Portrait Relighting

David W. Jacobs, Kalyan Sunkavalli, Sunil Hadap, 2019, 2019 IEEE/CVF International Conference on Computer Vision (ICCV).

SharinGAN: Combining Synthetic and Real Data for Unsupervised Geometry Estimation

Hao Zhou, David Jacobs, Koutilya PNVR, 2020, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

WarpNet: Weakly Supervised Matching for Single-View Reconstruction

David W. Jacobs, Manmohan Krishna Chandraker, Angjoo Kanazawa, 2016, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Photometric stereo with general, unknown lighting

Ronen Basri, David W. Jacobs, R. Basri, 2001, Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition. CVPR 2001.

Active inference for retrieval in camera networks

Lise Getoor, Mustafa Bilgic, Tom Yeh, 2011, 2011 IEEE Workshop on Person-Oriented Vision.

Efficiently Determining Silhouette Consistency

Li Yi, David W. Jacobs, D. Jacobs, 2007, 2007 IEEE Conference on Computer Vision and Pattern Recognition.

3-D to 2-D Pose Determination with Regions

Ronen Basri, David W. Jacobs, R. Basri, 1999, International Journal of Computer Vision.

3-D to 2-D recognition with regions

Ronen Basri, David W. Jacobs, R. Basri, 1997, Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition.

Stabilizing Adversarial Nets With Prediction Methods pdf

Zheng Xu, David W. Jacobs, Tom Goldstein, 2017, ICLR.

A Hyperelastic Two-Scale Optimization Model for Shape Matching

Ronen Basri, David W. Jacobs, Konrad Simon, 2015, SIAM J. Sci. Comput..

Learning 3D Deformation of Animals from 2D Images

Ronen Basri, David W. Jacobs, Shahar Z. Kovalsky, 2015, Comput. Graph. Forum.

A Linear Elastic Force Optimization Model for Shape Matching

R. Basri, D. Jacobs, Sameer Sheorey, 2015, Journal of Mathematical Imaging and Vision.

On the equivalence of common approaches to lighting insensitive recognition

David W. Jacobs, Michael Lindenbaum, Margarita Osadchy, 2005, Tenth IEEE International Conference on Computer Vision (ICCV'05) Volume 1.

Surface Dependent Representations for Illumination Insensitive Image Comparison

D. Jacobs, Margarita Osadchy, M. Lindenbaum, 2007, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Seeing What is Not There: Learning Context to Determine Where Objects are Missing

David W. Jacobs, Jin Sun, D. Jacobs, 2017, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

The Space Requirements of Indexing Under Perspective Projections

David W. Jacobs, D. Jacobs, 1996, IEEE Trans. Pattern Anal. Mach. Intell..

Recognition Using Region Correspondences

Ronen Basri, David W. Jacobs, R. Basri, 1995, Proceedings of IEEE International Conference on Computer Vision.

Recognition of objects with use of linear subspaces

Ronen Basri, David W. Jacobs, R. Basri, 2001 .

Face Verification Across Age Progression Using Discriminative Methods

Stefano Soatto, Haibin Ling, David W. Jacobs, 2010, IEEE Transactions on Information Forensics and Security.

Mesh saliency and human eye fixations

David W. Jacobs, Amitabh Varshney, Youngmin Kim, 2010, TAP.

An Initial Study of Automatic Curb Ramp Detection with Crowdsourced Verification Using Google Street View Images

Jon Froehlich, David W. Jacobs, Jon E. Froehlich, 2013, HCOMP.

Efficient Representation of Low-Dimensional Manifolds using Deep Networks pdf

Ronen Basri, David W. Jacobs, R. Basri, 2016, ICLR.

International Journal of Computer Vision c ○ 2006 Springer Science + Business Media, LLC. Manufactured in The Netherlands. DOI: 10.1007/s11263-006-8815-7 Photometric Stereo with General, Unknown Lighting

R. Basri, D. Jacobs, Ira Kemelmacher-Shlizerman, 2005 .

Label Denoising Adversarial Network (LDAN) for Inverse Lighting of Faces

Yaser Yacoob, Hao Zhou, David W. Jacobs, 2018, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.

Label Denoising Adversarial Network (LDAN) for Inverse Lighting of Face Images

D. Jacobs, Y. Yacoob, Hao Zhou, 2017, ArXiv.

Solving Uncalibrated Photometric Stereo Using Fewer Images by Jointly Optimizing Low-rank Matrix Completion and Integrability

Ronen Basri, Hao Zhou, David W. Jacobs, 2017, Journal of Mathematical Imaging and Vision.

Illumination Modeling for Face Recognition

Ronen Basri, David W. Jacobs, R. Basri, 2011, Handbook of Face Recognition.

Generalized photometric stereo and its application to face recognition

Rama Chellappa, Shaohua Kevin Zhou, David W. Jacobs, 2003 .

Using Stereo Matching with General Epipolar Geometry for 2D Face Recognition across Pose

Carlos D. Castillo, David W. Jacobs, D. Jacobs, 2009, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Illumination Recovery From Image With Cast Shadows Via Sparse Representation

Haibin Ling, David W. Jacobs, Xue Mei, 2011, IEEE Transactions on Image Processing.

Learning 3D Articulation and Deformation using 2D Images pdf

Ronen Basri, David W. Jacobs, Shahar Z. Kovalsky, 2015, ArXiv.

Active Image Clustering with Pairwise Constraints from Humans

David W. Jacobs, Arijit Biswas, D. Jacobs, 2014, International Journal of Computer Vision.

Active image clustering: Seeking constraints from humans to complement algorithms

David W. Jacobs, Arijit Biswas, D. Jacobs, 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition.

Active subclustering

David W. Jacobs, Arijit Biswas, D. Jacobs, 2014, Comput. Vis. Image Underst..

Deep hierarchical parsing for semantic segmentation

David W. Jacobs, Abhishek Sharma, Oncel Tuzel, 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Efficient segmentation of leaves in semi-controlled conditions

D. Jacobs, João V. B. Soares, 2013, Machine Vision and Applications.

Tracking Down Under: Following the Satin Bowerbird

Larry S. Davis, David W. Jacobs, Ramani Duraiswami, 2008, 2008 IEEE Workshop on Applications of Computer Vision.

Evaluating Local Features for Day-Night Matching

Torsten Sattler, Hao Zhou, David W. Jacobs, 2016, ECCV Workshops.

A New Rank Constraint on Multi-view Fundamental Matrices, and Its Application to Camera Location Recovery

Ronen Basri, David W. Jacobs, Soumyadip Sengupta, 2017, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Distortion Minimizing Geodesic Subspaces in Shape Spaces and Computational Anatomy

Alain Trouvé, Jean Feydy, David W. Jacobs, 2017 .

What makes viewpoint-invariant properties perceptually salient?

David W Jacobs, D. Jacobs, 2003, Journal of the Optical Society of America. A, Optics, image science, and vision.

Efficient Resource-constrained Retrospective Analysis of Long Video Sequences

Lise Getoor, David W. Jacobs, Mustafa Bilgic, 2009, NIPS 2009.

Non-negative lighting and specular object recognition

David W. Jacobs, Sameer Shirdhonkar, D. Jacobs, 2005, Tenth IEEE International Conference on Computer Vision (ICCV'05) Volume 1.

Birdsnap: Large-Scale Fine-Grained Visual Categorization of Birds

Michelle L. Alexander, P. Belhumeur, D. Jacobs, 2014, 2014 IEEE Conference on Computer Vision and Pattern Recognition.

Judging Whether Multiple Silhouettes Can Come from the Same Object

David W. Jacobs, Ian H. Jermyn, Peter N. Belhumeur, 2001, IWVF.

Fragment Completion in Humans and Machines

David Jacobs, Zili Liu, Bas Rokers, 2001, NIPS.

A study of affine matching with bounded sensor error

W. Eric L. Grimson, Daniel P. Huttenlocher, David W. Jacobs, 1992, International Journal of Computer Vision.

Spectral Graph Cut from a Filtering Point of View pdf

Chun Chen, Mingli Song, David W. Jacobs, 2012, ArXiv.

Efficient segmentation of leaves in semi-controlled conditions

David W. Jacobs, João V. B. Soares, D. Jacobs, 2013, Machine Vision and Applications.

Space/time trade-offs for associative memory

David W. Jacobs, Adam J. Grove, D. Jacobs, 1996, Proceedings of 13th International Conference on Pattern Recognition.

Assigning cameras to subjects in video surveillance systems

Larry S. Davis, David W. Jacobs, Hazem El-Alfy, 2009, 2009 IEEE International Conference on Robotics and Automation.

Localizing Parts of Faces Using a Consensus of Exemplars

Neeraj Kumar, P. Belhumeur, D. Kriegman, 2013, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Using the inner-distance for classification of articulated shapes

Haibin Ling, David W. Jacobs, D. Jacobs, 2005, 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05).

Concept-driven teaching and assessment in Invertebrate Zoology

D. Jacobs, Rob Moore, 1998 .

What Makes Viewpoint Invariant Properties Perceptually Salient?: A Computational Perspective

D. Jacobs, 2000 .