David W. Jacobs

According to our database, David W. Jacobs authored at least 83 papers between 1991 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Fast Light-Weight Near-Field Photometric Stereo.

Daniel Lichy, Soumyadip Sengupta, David W. Jacobs

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Shift Invariance Can Reduce Adversarial Robustness.

Vasu Singla, Songwei Ge, Ronen Basri, David W. Jacobs

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Shape and Material Capture at Home.

Daniel Lichy, Jiaye Wu, Soumyadip Sengupta, David W. Jacobs

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

On the Similarity between the Laplace and Neural Tangent Kernels.

Amnon Geifman, Abhay Kumar Yadav, Yoni Kasten, Meirav Galun, David W. Jacobs, Ronen Basri

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

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

Ronen Basri, Meirav Galun, Amnon Geifman, David W. Jacobs, Yoni Kasten, Shira Kritchman

Proceedings of the 37th International Conference on Machine Learning, 2020

Adversarially robust transfer learning.

Ali Shafahi, Parsa Saadatpanah, Chen Zhu, Amin Ghiasi, Christoph Studer, David W. Jacobs, Tom Goldstein

Proceedings of the 8th International Conference on Learning Representations, 2020

Making L-BFGS Work with Industrial-Strength Nets.

Abhay Kumar Yadav, Tom Goldstein, David W. Jacobs

Proceedings of the 31st British Machine Vision Conference 2020, 2020

2019

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

Ronen Basri, David W. Jacobs, Yoni Kasten, Shira Kritchman

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Neural Inverse Rendering of an Indoor Scene From a Single Image.

Soumyadip Sengupta, Jinwei Gu, Kihwan Kim, Guilin Liu, David W. Jacobs, Jan Kautz

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

2018

Stabilizing Adversarial Nets with Prediction Methods.

Abhay Kumar Yadav, Sohil Shah, Zheng Xu, David W. Jacobs, Tom Goldstein

Proceedings of the 6th International Conference on Learning Representations, 2018

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

Hao Zhou, Jin Sun, Yaser Yacoob, David W. Jacobs

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

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

Soumyadip Sengupta, Angjoo Kanazawa, Carlos Domingo Castillo, David W. Jacobs

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

End-to-End Recovery of Human Shape and Pose.

Angjoo Kanazawa, Michael J. Black, David W. Jacobs, Jitendra Malik

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017

Efficient Representation of Low-Dimensional Manifolds using Deep Networks.

Ronen Basri, David W. Jacobs

Proceedings of the 5th International Conference on Learning Representations, 2017

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

Silvia Zuffi, Angjoo Kanazawa, David W. Jacobs, Michael J. Black

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

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

Jin Sun, David W. Jacobs

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

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

Soumyadip Sengupta, Tal Amir, Meirav Galun, Tom Goldstein, David W. Jacobs, Amit Singer, Ronen Basri

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Automated Inference with Adaptive Batches.

Soham De, Abhay Kumar Yadav, David W. Jacobs, Tom Goldstein

Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017

2016

Frontal to profile face verification in the wild.

Soumyadip Sengupta, Jun-Cheng Chen, Carlos Domingo Castillo, Vishal M. Patel, Rama Chellappa, David W. Jacobs

Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

Evaluating Local Features for Day-Night Matching.

Hao Zhou, Torsten Sattler, David W. Jacobs

Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

Biconvex Relaxation for Semidefinite Programming in Computer Vision.

Sohil Shah, Abhay Kumar Yadav, Carlos Domingo Castillo, David W. Jacobs, Christoph Studer, Tom Goldstein

Proceedings of the Computer Vision - ECCV 2016, 2016

WarpNet: Weakly Supervised Matching for Single-View Reconstruction.

Angjoo Kanazawa, David W. Jacobs, Manmohan Chandraker

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015

Deep hierarchical parsing for semantic segmentation.

Abhishek Sharma, Oncel Tuzel, David W. Jacobs

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

An Efficient Algorithm for Learning Distances that Obey the Triangle Inequality.

Arijit Biswas, David W. Jacobs

Proceedings of the British Machine Vision Conference 2015, 2015

2014

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

Kotaro Hara, Jin Sun, Robert Moore, David W. Jacobs, Jon Froehlich

Proceedings of the 27th Annual ACM Symposium on User Interface Software and Technology, 2014

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

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013

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

Kotaro Hara, Jin Sun, Jonah Chazan, David W. Jacobs, Jon Froehlich

Proceedings of the Human Computation and Crowdsourcing: Works in Progress and Demonstration Abstracts, 2013

2012

Dog Breed Classification Using Part Localization.

Jiongxin Liu, Angjoo Kanazawa, David W. Jacobs, Peter N. Belhumeur

Proceedings of the Computer Vision - ECCV 2012, 2012

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, João V. B. Soares

Proceedings of the Computer Vision - ECCV 2012, 2012

Generalized Multiview Analysis: A discriminative latent space.

Abhishek Sharma, Abhishek Kumar, Hal Daumé III, David W. Jacobs

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Data insufficiency in sketch versus photo face recognition.

Jonghyun Choi, Abhishek Sharma, David W. Jacobs, Larry S. Davis

Proceedings of the 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2012

Active image clustering: Seeking constraints from humans to complement algorithms.

Arijit Biswas, David W. Jacobs

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Dynamic changes in motivation in collaborative citizen-science projects.

Dana Rotman, Jenny Preece, Jennifer Hammock, Kezee Procita, Derek L. Hansen, Cynthia Sims Parr, Darcy Lewis, David W. Jacobs

Proceedings of the CSCW '12 Computer Supported Cooperative Work, 2012

2011

Odd Leaf Out: Improving Visual Recognition with Games.

Derek L. Hansen, David W. Jacobs, Darcy Lewis, Arijit Biswas, Jennifer Preece, Dana Rotman, Eric Stevens

Proceedings of the PASSAT/SocialCom 2011, Privacy, 2011

Trainable 3D recognition using stereo matching.

Carlos Domingo Castillo, David W. Jacobs

Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

Bypassing synthesis: PLS for face recognition with pose, low-resolution and sketch.

Abhishek Sharma, David W. Jacobs

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Wide-baseline stereo for face recognition with large pose variation.

Carlos Domingo Castillo, David W. Jacobs

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Localizing parts of faces using a consensus of exemplars.

Peter N. Belhumeur, David W. Jacobs, David J. Kriegman, Neeraj Kumar

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2009

Assigning cameras to subjects in video surveillance systems.

Hazem El-Alfy, David W. Jacobs, Larry S. Davis

Proceedings of the 2009 IEEE International Conference on Robotics and Automation, 2009

Sparse representation of cast shadows via <i>l</i>1-regularized least squares.

Xue Mei, Haibin Ling, David W. Jacobs

Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Visibility constraints on features of 3D objects.

Ronen Basri, Pedro F. Felzenszwalb, Ross B. Girshick, David W. Jacobs, Caroline J. Klivans

Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

2008

Tracking Down Under: Following the Satin Bowerbird.

Aniruddha Kembhavi, Ryan Farrell, Yuancheng Luo, David W. Jacobs, Ramani Duraiswami, Larry S. Davis

Proceedings of the 9th IEEE Workshop on Applications of Computer Vision (WACV 2008), 2008

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

Proceedings of the Computer Vision, 2008

Approximate earth mover's distance in linear time.

Sameer Shirdhonkar, David W. Jacobs

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007

Multi-scale video cropping.

Hazem El-Alfy, David W. Jacobs, Larry S. Davis

Proceedings of the 15th International Conference on Multimedia 2007, 2007

A Study of Face Recognition as People Age.

Haibin Ling, Stefano Soatto, Narayanan Ramanathan, David W. Jacobs

Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Efficiently Determining Silhouette Consistency.

Li Yi, David W. Jacobs

Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Using Stereo Matching for 2-D Face Recognition Across Pose.

Carlos Domingo Castillo, David W. Jacobs

Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2005

Non-Negative Lighting and Specular Object Recognition.

Sameer Shirdhonkar, David W. Jacobs

Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

On the Equivalence of Common Approaches to Lighting Insensitive Recognition.

Margarita Osadchy, David W. Jacobs, Michael Lindenbaum

Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

Deformation Invariant Image Matching.

Haibin Ling, David W. Jacobs

Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

Using the Inner-Distance for Classification of Articulated Shapes.

Haibin Ling, David W. Jacobs

Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

2004

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

Shaohua Kevin Zhou, Rama Chellappa, David W. Jacobs

Proceedings of the Computer Vision, 2004

Whitening for Photometric Comparison of Smooth Surfaces under Varying Illumination.

Margarita Osadchy, Michael Lindenbaum, David W. Jacobs

Proceedings of the Computer Vision, 2004

2003

Automatic thumbnail cropping and its effectiveness.

Bongwon Suh, Haibin Ling, Benjamin B. Bederson, David W. Jacobs

Proceedings of the 16th Annual ACM Symposium on User Interface Software and Technology, 2003

Using Specularities for Recognition.

Margarita Osadchy, David W. Jacobs, Ravi Ramamoorthi

Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003

2001

Judging Whether Multiple Silhouettes Can Come from the Same Object.

David W. Jacobs, Peter N. Belhumeur, Ian Jermyn

Proceedings of the Visual Form 2001, 4th International Workshop on Visual Form, 2001

Lambertian Reflectance and Linear Subspaces.

Ronen Basri, David W. Jacobs

Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001

Photometric Stereo with General, Unknown Lighting.

Ronen Basri, David W. Jacobs

Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

2000

In Search of Illumination Invariants.

Hansen F. Chen, Peter N. Belhumeur, David W. Jacobs

Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

1999

Projective Alignment with Regions.

Ronen Basri, David W. Jacobs

Proceedings of the International Conference on Computer Vision, 1999

1998

Classification in Non-Metric Spaces.

Daphna Weinshall, David W. Jacobs, Yoram Gdalyahu

Proceedings of the Advances in Neural Information Processing Systems 11, [NIPS Conference, Denver, Colorado, USA, November 30, 1998

Condensing Image Databases when Retrieval is Based on Non-Metric Distances.

David W. Jacobs, Daphna Weinshall, Yoram Gdalyahu

Proceedings of the Sixth International Conference on Computer Vision (ICCV-98), 1998

Comparing Images under Variable Illumination.

David W. Jacobs, Peter N. Belhumeur, Ronen Basri

Proceedings of the 1998 Conference on Computer Vision and Pattern Recognition (CVPR '98), 1998

Clustering Appearances of 3D Objects.

Ronen Basri, Dan Roth, David W. Jacobs

Proceedings of the 1998 Conference on Computer Vision and Pattern Recognition (CVPR '98), 1998

1997

3-D to 2-D Recognition with Regions.

David W. Jacobs, Ronen Basri

Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97), 1997

Linear Fitting with Missing Data: Applications to Structure-from-Motion and to Characterizing Intensity Images.

David W. Jacobs

Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97), 1997

1996

Matching Convex Polygons and Polyhedra, Allowing for Occlusion.

Ronen Basri, David W. Jacobs

Proceedings of the Applied Computational Geormetry, 1996

Space/time trade-offs for associative memory.

Adam J. Grove, David W. Jacobs

Proceedings of the 13th International Conference on Pattern Recognition, 1996

Efficient determination of shape from multiple images containing partial information.

Ronen Basri, Adam J. Grove, David W. Jacobs

Proceedings of the 13th International Conference on Pattern Recognition, 1996

Local Parallel Computation of Stochastic Completion Fields.

Lance R. Williams, David W. Jacobs

Proceedings of the 1996 Conference on Computer Vision and Pattern Recognition (CVPR '96), 1996

1995

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

Lance R. Williams, David W. Jacobs

Proceedings of the Procedings of the Fifth International Conference on Computer Vision (ICCV 95), 1995

Recognition Using Region Correspondences.

Ronen Basri, David W. Jacobs

Proceedings of the Procedings of the Fifth International Conference on Computer Vision (ICCV 95), 1995

1994

Finding structurally consistent motion correspondences.

David W. Jacobs, Chakra Chennubhotla

Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994

Error propagation in full 3D-from-2D object recognition.

Tao Daniel Alter, David W. Jacobs

Proceedings of the Conference on Computer Vision and Pattern Recognition, 1994

1993

Finding Salient Convex Groups.

David W. Jacobs

Proceedings of the Partitioning Data Sets, Proceedings of a DIMACS Workshop, 1993

Robust and efficient detection of convex groups.

David W. Jacobs

Proceedings of the Conference on Computer Vision and Pattern Recognition, 1993

2D images of 3-D oriented points.

David W. Jacobs

Proceedings of the Conference on Computer Vision and Pattern Recognition, 1993

Generalizing Invariants for 3-D to 2-D Matching.

David W. Jacobs

Proceedings of the Applications of Invariance in Computer Vision, Second Joint European, 1993

1992

A Study of Affine Matching With Bounded Sensor Error.

W. Eric L. Grimson, Daniel P. Huttenlocher, David W. Jacobs

Proceedings of the Computer Vision, 1992

Space efficient 3-D model indexing.

David W. Jacobs

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1992

1991

Optimal matching of planar models in 3D scenes.

David W. Jacobs

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1991

Model group indexing for recognition.

David T. Clemens, David W. Jacobs

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1991