Ronen Basri

Orcid: 0000-0001-8053-2151

Affiliations:
  • Weizmann Institute of Science, Israel


According to our database1, Ronen Basri authored at least 128 papers between 1988 and 2024.

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Bibliography

2024
Controlling the Inductive Bias of Wide Neural Networks by Modifying the Kernel's Spectrum.
Trans. Mach. Learn. Res., 2024

Spectral Analysis of the Neural Tangent Kernel for Deep Residual Networks.
J. Mach. Learn. Res., 2024

Consensus Learning with Deep Sets for Essential Matrix Estimation.
CoRR, 2024

CinePile: A Long Video Question Answering Dataset and Benchmark.
CoRR, 2024

RESFM: Robust Equivariant Multiview Structure from Motion.
CoRR, 2024

Likelihood Training of Cascaded Diffusion Models via Hierarchical Volume-preserving Maps.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023
Attention Based Multi-Label Classification of Diabetic Retinopathy from Optical Coherence Tomography.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

A Kernel Perspective of Skip Connections in Convolutional Networks.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022
GRelPose: Generalizable End-to-End Relative Camera Pose Regression.
CoRR, 2022

On the Spectral Bias of Convolutional Neural Tangent and Gaussian Process Kernels.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021
The Trimmed Lasso: Sparse Recovery Guarantees and Practical Optimization by the Generalized Soft-Min Penalty.
SIAM J. Math. Data Sci., 2021

Shift Invariance Can Reduce Adversarial Robustness.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Segmenting microcalcifications in mammograms and its applications.
Proceedings of the Medical Imaging 2021: Image Processing, Online, February 15-19, 2021, 2021

Deep Permutation Equivariant Structure from Motion.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020
On Detection of Faint Edges in Noisy Images.
IEEE Trans. Pattern Anal. Mach. Intell., 2020

Multiview Neural Surface Reconstruction by Disentangling Geometry and Appearance.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

On the Similarity between the Laplace and Neural Tangent Kernels.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Learning Algebraic Multigrid Using Graph Neural Networks.
Proceedings of the 37th International Conference on Machine Learning, 2020

Frequency Bias in Neural Networks for Input of Non-Uniform Density.
Proceedings of the 37th International Conference on Machine Learning, 2020

Averaging Essential and Fundamental Matrices in Collinear Camera Settings.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
Resultant Based Incremental Recovery of Camera Pose From Pairwise Matches.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

The Convergence Rate of Neural Networks for Learned Functions of Different Frequencies.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Learning to Optimize Multigrid PDE Solvers.
Proceedings of the 36th International Conference on Machine Learning, 2019

Algebraic Characterization of Essential Matrices and Their Averaging in Multiview Settings.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

GPSfM: Global Projective SFM Using Algebraic Constraints on Multi-View Fundamental Matrices.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
Solving Uncalibrated Photometric Stereo Using Fewer Images by Jointly Optimizing Low-rank Matrix Completion and Integrability.
J. Math. Imaging Vis., 2018

Photometric Stereo by Hemispherical Metric Embedding.
J. Math. Imaging Vis., 2018

Elasticity-based matching by minimising the symmetric difference of shapes.
IET Comput. Vis., 2018

Perceptual Dominance in Brief Presentations of Mixed Images: Human Perception vs. Deep Neural Networks.
Frontiers Comput. Neurosci., 2018

SpectralNet: Spectral Clustering using Deep Neural Networks.
Proceedings of the 6th International Conference on Learning Representations, 2018

2017
A Hyperelastic Two-Scale Optimization Model for Shape Matching.
SIAM J. Sci. Comput., 2017

A survey of structure from motion.
Acta Numer., 2017

Efficient Representation of Low-Dimensional Manifolds using Deep Networks.
Proceedings of the 5th International Conference on Learning Representations, 2017

A New Rank Constraint on Multi-view Fundamental Matrices, and Its Application to Camera Location Recovery.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
Guest Editorial: Special Section on CVPR 2014.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

Learning 3D Deformation of Animals from 2D Images.
Comput. Graph. Forum, 2016

Fast Detection of Curved Edges at Low SNR.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015
Large-scale bounded distortion mappings.
ACM Trans. Graph., 2015

Stable Camera Motion Estimation Using Convex Programming.
SIAM J. Imaging Sci., 2015

A Global Approach for Solving Edge-Matching Puzzles.
SIAM J. Imaging Sci., 2015

Detection of Long Edges on a Computational Budget: A Sublinear Approach.
SIAM J. Imaging Sci., 2015

From Shading to Local Shape.
IEEE Trans. Pattern Anal. Mach. Intell., 2015

A Linear Elastic Force Optimization Model for Shape Matching.
J. Math. Imaging Vis., 2015

Elasticity-based Matching by Minimizing the Symmetric Difference of Shapes.
CoRR, 2015

Learning 3D Articulation and Deformation using 2D Images.
CoRR, 2015

Tight Relaxation of Quadratic Matching.
Comput. Graph. Forum, 2015

A Multiscale Variable-Grouping Framework for MRF Energy Minimization.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Wide Baseline Stereo Matching with Convex Bounded Distortion Constraints.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Identification of structured LTI MIMO state-space models.
Proceedings of the 54th IEEE Conference on Decision and Control, 2015

2014
Photometric Stereo.
Computer Vision, A Reference Guide, 2014

Feature Matching with Bounded Distortion.
ACM Trans. Graph., 2014

Controlling singular values with semidefinite programming.
ACM Trans. Graph., 2014

2013
Single View Depth Estimation from Examples
CoRR, 2013

Camera Motion Estimation by Convex Programming.
CoRR, 2013

3D Face Reconstruction from Single Two-Tone and Color Images.
Proceedings of the Shape Perception in Human and Computer Vision, 2013

2012
Image Segmentation by Probabilistic Bottom-Up Aggregation and Cue Integration.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

Viewpoint-aware object detection and continuous pose estimation.
Image Vis. Comput., 2012

Global Motion Estimation from Point Matches.
Proceedings of the 2012 Second International Conference on 3D Imaging, 2012

2011
3D Face Reconstruction from a Single Image Using a Single Reference Face Shape.
IEEE Trans. Pattern Anal. Mach. Intell., 2011

Approximate Nearest Subspace Search.
IEEE Trans. Pattern Anal. Mach. Intell., 2011

Viewpoint-aware object detection and pose estimation.
Proceedings of the IEEE International Conference on Computer Vision, 2011

High Resolution Segmentation of Neuronal Tissues from Low Depth-Resolution EM Imagery.
Proceedings of the Energy Minimazation Methods in Computer Vision and Pattern Recognition, 2011

Contour-based joint clustering of multiple segmentations.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Illumination Modeling for Face Recognition.
Proceedings of the Handbook of Face Recognition, 2nd Edition., 2011

2010
Detecting Faint Curved Edges in Noisy Images.
Proceedings of the Computer Vision, 2010

Co-clustering of image segments using convex optimization applied to EM neuronal reconstruction.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009
Automatic Segmentation and Classification of Multiple Sclerosis in Multichannel MRI.
IEEE Trans. Biomed. Eng., 2009

Shape Based Detection and Top-Down Delineation Using Image Segments.
Int. J. Comput. Vis., 2009

A general framework for Approximate Nearest Subspace search.
Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009

Constructing implicit 3D shape models for pose estimation.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Visibility constraints on features of 3D objects.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

2008
3D shape reconstruction of Mooney faces.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

A two-frame theory of motion, lighting and shape.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007
Direct visibility of point sets.
ACM Trans. Graph., 2007

Actions as Space-Time Shapes.
IEEE Trans. Pattern Anal. Mach. Intell., 2007

Photometric Stereo with General, Unknown Lighting.
Int. J. Comput. Vis., 2007

Rediscovering secondary structures as network motifs - an unsupervised learning approach.
Bioinform., 2007

Prior Knowledge Driven Multiscale Segmentation of Brain MRI.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007

Multiscale Edge Detection and Fiber Enhancement Using Differences of Oriented Means.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Approximate Nearest Subspace Search with Applications to Pattern Recognition.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006
Shape Representation and Classification Using the Poisson Equation.
IEEE Trans. Pattern Anal. Mach. Intell., 2006

Atlas Guided Identification of Brain Structures by Combining 3D Segmentation and SVM Classification.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006

Automatic Depth-Map Colorization.
Proceedings of the 27th Annual Conference of the European Association for Computer Graphics, 2006

Molding Face Shapes by Example.
Proceedings of the Computer Vision, 2006

Example Based 3D Reconstruction from Single 2D Images.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006

An Integrated Segmentation and Classification Approach Applied to Multiple Sclerosis Analysis.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

2005
Minimal-Cut Model Composition.
Proceedings of the 2005 International Conference on Shape Modeling and Applications (SMI 2005), 2005

Indexing with Unknown Illumination and Pose.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

Multiscale Segmentation by Combining Motion and Intensity Cues.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

2004
Accuracy of Spherical Harmonic Approximations for Images of Lambertian Objects under Far and Near Lighting.
Proceedings of the Computer Vision, 2004

2003
Inferring region salience from binary and gray-level images.
Pattern Recognit., 2003

Lambertian Reflectance and Linear Subspaces.
IEEE Trans. Pattern Anal. Mach. Intell., 2003

Dense Shape Reconstruction of a Moving Object under Arbitrary, Unknown Lighting.
Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003

Texture Segmentation by Multiscale Aggregation of Filter Responses and Shape Elements.
Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003

Curve Matching Using the Fast Marching Method.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2003

2001
Projective Alignment with Regions.
IEEE Trans. Pattern Anal. Mach. Intell., 2001

Segmentation and Boundary Detection Using Multiscale Intensity Measurements.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

Photometric Stereo with General, Unknown Lighting.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

2000
Completion Energies and Scale.
IEEE Trans. Pattern Anal. Mach. Intell., 2000

Separation of Transparent Layers using Focus.
Int. J. Comput. Vis., 2000

Fast Multiscale Image Segmentation.
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

1999
A Geometric Interpretation of Weak-Perspective Motion.
IEEE Trans. Pattern Anal. Mach. Intell., 1999

3-D to 2-D Pose Determination with Regions.
Int. J. Comput. Vis., 1999

Visual Homing: Surfing on the Epipoles.
Int. J. Comput. Vis., 1999

When is it Possible to Identify 3D Objects From Single Images Using Class Constraints?
Int. J. Comput. Vis., 1999

Image-Based Robot Navigation Under the Perspective Model.
Proceedings of the 1999 IEEE International Conference on Robotics and Automation, 1999

1998
Efficient determination of shape from multiple images containing partial information.
Pattern Recognit., 1998

Extracting Salient Curves from Images: An Analysis of the Saliency Network.
Int. J. Comput. Vis., 1998

Comparing Images under Variable Illumination.
Proceedings of the 1998 Conference on Computer Vision and Pattern Recognition (CVPR '98), 1998

Clustering Appearances of 3D Objects.
Proceedings of the 1998 Conference on Computer Vision and Pattern Recognition (CVPR '98), 1998

1997
Recognition Using Region Correspondences.
Int. J. Comput. Vis., 1997

Constancy and Similarity.
Comput. Vis. Image Underst., 1997

3-D to 2-D Recognition with Regions.
Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97), 1997

1996
Distance Metric Between 3D Models and 2D Images for Recognition and Classification.
IEEE Trans. Pattern Anal. Mach. Intell., 1996

Paraperspective = affine.
Int. J. Comput. Vis., 1996

Recognition by prototypes.
Int. J. Comput. Vis., 1996

Matching Convex Polygons and Polyhedra, Allowing for Occlusion.
Proceedings of the Applied Computational Geormetry, 1996

1995
Localization and Homing Using Combinations of Model Views.
Artif. Intell., 1995

1994
Navigation based on a network of 2D images.
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994

1993
Homing Using Combinations of Model Views.
Proceedings of the 13th International Joint Conference on Artificial Intelligence. Chambéry, France, August 28, 1993

Generating Views of 3<i>D</i> Objects from Viewer-Centered Representations.
Proceedings of the Modeling in Computer Graphics, 1993

Localization using combinations of model views.
Proceedings of the Fourth International Conference on Computer Vision, 1993

Recognition by Combinations of Model Views: Alignment and Invariance.
Proceedings of the Applications of Invariance in Computer Vision, Second Joint European, 1993

Viewer-Centered Representations in Object Recognition: a Computational Approach.
Proceedings of the Handbook of Pattern Recognition and Computer Vision, 1993

1992
The alignment of objects with smooth surfaces: error analysis of the curvature method.
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1992

1991
Recognition by Linear Combinations of Models.
IEEE Trans. Pattern Anal. Mach. Intell., 1991

Linear Operator for Object Recognition.
Proceedings of the Advances in Neural Information Processing Systems 4, 1991

1988
The Alignment Of Objects With Smooth Surfaces.
Proceedings of the Second International Conference on Computer Vision, 1988


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