Alexander M. Bronstein

According to our database1, Alexander M. Bronstein authored at least 187 papers between 2002 and 2019.

Collaborative distances:

Awards

IEEE Fellow

IEEE Fellow 2018, "For contributions to three-dimensional geometric processing in imaging".

Timeline

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Bibliography

2019
DeepISP: Toward Learning an End-to-End Image Processing Pipeline.
IEEE Trans. Image Processing, 2019

2018
Tradeoffs Between Convergence Speed and Reconstruction Accuracy in Inverse Problems.
IEEE Trans. Signal Processing, 2018

Class-Aware Fully Convolutional Gaussian and Poisson Denoising.
IEEE Trans. Image Processing, 2018

Depth Estimation From a Single Image Using Deep Learned Phase Coded Mask.
IEEE Trans. Computational Imaging, 2018

NICE: Noise Injection and Clamping Estimation for Neural Network Quantization.
CoRR, 2018

Functional Maps Representation on Product Manifolds.
CoRR, 2018

High frame-rate cardiac ultrasound imaging with deep learning.
CoRR, 2018

High quality ultrasonic multi-line transmission through deep learning.
CoRR, 2018

Class-Aware Fully-Convolutional Gaussian and Poisson Denoising.
CoRR, 2018

Delta-encoder: an effective sample synthesis method for few-shot object recognition.
CoRR, 2018

RepMet: Representative-based metric learning for classification and one-shot object detection.
CoRR, 2018

NetLSD: Hearing the Shape of a Graph.
CoRR, 2018

UNIQ: Uniform Noise Injection for the Quantization of Neural Networks.
CoRR, 2018

DeepISP: Learning End-to-End Image Processing Pipeline.
CoRR, 2018

High Quality Ultrasonic Multi-line Transmission Through Deep Learning.
Proceedings of the Machine Learning for Medical Image Reconstruction, 2018

High Frame-Rate Cardiac Ultrasound Imaging with Deep Learning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

NetLSD: Hearing the Shape of a Graph.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Streaming Architecture for Large-Scale Quantized Neural Networks on an FPGA-Based Dataflow Platform.
Proceedings of the 2018 IEEE International Parallel and Distributed Processing Symposium Workshops, 2018

The Learned Inexact Project Gradient Descent Algorithm.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Geometry and Learning in 3D Shape Processing Problems.
Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2018), 2018

ForestHash: Semantic Hashing with Shallow Random Forests and Tiny Convolutional Networks.
Proceedings of the Computer Vision - ECCV 2018, 2018

2017
ASIST: Automatic semantically invariant scene transformation.
Computer Vision and Image Understanding, 2017

Deformable Shape Completion with Graph Convolutional Autoencoders.
CoRR, 2017

ForestHash: Semantic Hashing With Shallow Random Forests and Tiny Convolutional Networks.
CoRR, 2017

Towards CT-quality Ultrasound Imaging using Deep Learning.
CoRR, 2017

Subspace Least Squares Multidimensional Scaling.
CoRR, 2017

Product Manifold Filter: Non-Rigid Shape Correspondence via Kernel Density Estimation in the Product Space.
CoRR, 2017

Deep Class Aware Denoising.
CoRR, 2017

Deep Convolutional Denoising of Low-Light Images.
CoRR, 2017

Deep Functional Maps: Structured Prediction for Dense Shape Correspondence.
CoRR, 2017

Efficient Deformable Shape Correspondence via Kernel Matching.
CoRR, 2017

Fully Spectral Partial Shape Matching.
Comput. Graph. Forum, 2017

Computing and processing correspondences with functional maps.
Proceedings of the Special Interest Group on Computer Graphics and Interactive Techniques Conference, 2017

Subspace Least Squares Multidimensional Scaling.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2017

White Matter Fiber Representation Using Continuous Dictionary Learning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Deep class-aware image denoising.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Deep Functional Maps: Structured Prediction for Dense Shape Correspondence.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Product Manifold Filter: Non-rigid Shape Correspondence via Kernel Density Estimation in the Product Space.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017


Efficient Deformable Shape Correspondence via Kernel Matching.
Proceedings of the 2017 International Conference on 3D Vision, 2017

2016
Deep Neural Networks with Random Gaussian Weights: A Universal Classification Strategy?
IEEE Trans. Signal Processing, 2016

Shape Retrieval of Non-rigid 3D Human Models.
International Journal of Computer Vision, 2016

Bayesian Inference of Bijective Non-Rigid Shape Correspondence.
CoRR, 2016

FPGA system for real-time computational extended depth of field imaging using phase aperture coding.
CoRR, 2016

SpectroMeter: Amortized Sublinear Spectral Approximation of Distance on Graphs.
CoRR, 2016

Cloud Dictionary: Sparse Coding and Modeling for Point Clouds.
CoRR, 2016

Tradeoffs between Convergence Speed and Reconstruction Accuracy in Inverse Problems.
CoRR, 2016

Consistent Discretization and Minimization of the L1 Norm on Manifolds.
CoRR, 2016

Non-Rigid Puzzles.
Comput. Graph. Forum, 2016

Recent Trends, Applications, and Perspectives in 3D Shape Similarity Assessment.
Comput. Graph. Forum, 2016

Low-cost Gaze and Pulse Analysis using RealSense.
ICST Trans. Ambient Systems, 2016

Computing and processing correspondences with functional maps.
Proceedings of the SIGGRAPH ASIA 2016, Macao, December 5-8, 2016 - Courses, 2016

RealSense = real heart rate: Illumination invariant heart rate estimation from videos.
Proceedings of the Sixth International Conference on Image Processing Theory, 2016

A picture is worth a billion bits: Real-time image reconstruction from dense binary threshold pixels.
Proceedings of the 2016 IEEE International Conference on Computational Photography, 2016

SpectroMeter: Amortized Sublinear Spectral Approximation of Distance on Graphs.
Proceedings of the Fourth International Conference on 3D Vision, 2016

Consistent Discretization and Minimization of the L1 Norm on Manifolds.
Proceedings of the Fourth International Conference on 3D Vision, 2016

2015
Manifold Intrinsic Similarity.
Proceedings of the Handbook of Mathematical Methods in Imaging, 2015

Learning Efficient Sparse and Low Rank Models.
IEEE Trans. Pattern Anal. Mach. Intell., 2015

Multimodal Manifold Analysis by Simultaneous Diagonalization of Laplacians.
IEEE Trans. Pattern Anal. Mach. Intell., 2015

A Picture is Worth a Billion Bits: Real-Time Image Reconstruction from Dense Binary Pixels.
CoRR, 2015

ASIST: Automatic Semantically Invariant Scene Transformation.
CoRR, 2015

Image reconstruction from dense binary pixels.
CoRR, 2015

Deep Neural Networks with Random Gaussian Weights: A Universal Classification Strategy?
CoRR, 2015

Probably Approximately Symmetric: Fast Rigid Symmetry Detection With Global Guarantees.
Comput. Graph. Forum, 2015

Intel realsense = Real low cost gaze.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Inverting RANSAC: Global model detection via inlier rate estimation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Scalability of Non-Rigid 3D Shape Retrieval.
Proceedings of the Eurographics Workshop on 3D Object Retrieval, 2015

2014
Multimodal Similarity-Preserving Hashing.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

Learning Spectral Descriptors for Deformable Shape Correspondence.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

Equi-affine Invariant Geometry for Shape Analysis.
Journal of Mathematical Imaging and Vision, 2014

Random Forests Can Hash.
CoRR, 2014

Probably Approximately Symmetric: Fast 3D Symmetry Detection with Global Guarantees.
CoRR, 2014

On the Stability of Deep Networks.
CoRR, 2014

Graph matching: relax or not?
CoRR, 2014

Supervised learning of bag-of-features shape descriptors using sparse coding.
Comput. Graph. Forum, 2014

Real-time compressed imaging of scattering volumes.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Supervised non-euclidean sparse NMF via bilevel optimization with applications to speech enhancement.
Proceedings of the 4th Joint Workshop on Hands-free Speech Communication and Microphone Arrays, 2014

Quantifying 3D Shape Similarity Using Maps: Recent Trends, Applications and Perspectives.
Proceedings of the Eurographics 2014, 2014


2013
Sparse similarity-preserving hashing.
CoRR, 2013

Sparse Modeling of Intrinsic Correspondences.
Comput. Graph. Forum, 2013

Coupled quasi-harmonic bases.
Comput. Graph. Forum, 2013

Supervised Sparse Analysis and Synthesis Operators.
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

Bilevel Sparse Models for Polyphonic Music Transcription.
Proceedings of the 14th International Society for Music Information Retrieval Conference, 2013

Audio restoration from multiple copies.
Proceedings of the IEEE International Conference on Acoustics, 2013

Learnable low rank sparse models for speech denoising.
Proceedings of the IEEE International Conference on Acoustics, 2013

Group-Valued Regularization for Motion Segmentation of Articulated Shapes.
Proceedings of the Innovations for Shape Analysis, Models and Algorithms, 2013

Stable Semi-local Features for Non-rigid Shapes.
Proceedings of the Innovations for Shape Analysis, Models and Algorithms, 2013

2012
LDAHash: Improved Matching with Smaller Descriptors.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

Learning efficient sparse and low rank models
CoRR, 2012

Coupled quasi-harmonic bases
CoRR, 2012

Sparse Modeling of Intrinsic Correspondences
CoRR, 2012

Learning Robust Low-Rank Representations
CoRR, 2012

Multimodal diffusion geometry by joint diagonalization of Laplacians
CoRR, 2012

Multimodal similarity-preserving hashing
CoRR, 2012

Learning Efficient Structured Sparse Models
CoRR, 2012

Stable volumetric features in deformable shapes.
Computers & Graphics, 2012

Real-time Online Singing Voice Separation from Monaural Recordings Using Robust Low-rank Modeling.
Proceedings of the 13th International Society for Music Information Retrieval Conference, 2012

Learning Efficient Structured Sparse Models.
Proceedings of the 29th International Conference on Machine Learning, 2012

Diffusion Geometry in Shape Analysis.
Proceedings of the Eurographics 2012 - Tutorials, Cagliari, Italy, May 13-18, 2012, 2012

Group-Valued Regularization for Analysis of Articulated Motion.
Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

Putting the Pieces Together: Regularized Multi-part Shape Matching.
Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

Stable Spectral Mesh Filtering.
Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

A game-theoretic approach to deformable shape matching.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Intrinsic shape context descriptors for deformable shapes.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Parallelized Algorithms for Rigid Surface Alignment on GPU.
Proceedings of the Eurographics Workshop on 3D Object Retrieval 2012, 2012

Articulated Motion Segmentation of Point Clouds by Group-Valued Regularization.
Proceedings of the Eurographics Workshop on 3D Object Retrieval 2012, 2012

Affine-Invariant Photometric Heat Kernel Signatures.
Proceedings of the Eurographics Workshop on 3D Object Retrieval 2012, 2012

2011
Shape google: Geometric words and expressions for invariant shape retrieval.
ACM Trans. Graph., 2011

Are MSER Features Really Interesting?
IEEE Trans. Pattern Anal. Mach. Intell., 2011

Shape Recognition with Spectral Distances.
IEEE Trans. Pattern Anal. Mach. Intell., 2011

Spectral descriptors for deformable shapes
CoRR, 2011

SHREC 2011: robust feature detection and description benchmark
CoRR, 2011

A correspondence-less approach to matching of deformable shapes
CoRR, 2011

Diffusion framework for geometric and photometric data fusion in non-rigid shape analysis
CoRR, 2011

Affine-invariant geodesic geometry of deformable 3D shapes.
Computers & Graphics, 2011

Diffusion-geometric maximally stable component detection in deformable shapes.
Computers & Graphics, 2011

Equi-affine Invariant Geometries of Articulated Objects.
Proceedings of the Outdoor and Large-Scale Real-World Scene Analysis - 15th International Workshop on Theoretical Foundations of Computer Vision, Dagstuhl Castle, Germany, June 26, 2011

Discrete Minimum Distortion Correspondence Problems for Non-rigid Shape Matching.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2011

Group-Valued Regularization Framework for Motion Segmentation of Dynamic Non-rigid Shapes.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2011

A Correspondence-Less Approach to Matching of Deformable Shapes.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2011

Photometric Heat Kernel Signatures.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2011

Shape Palindromes: Analysis of Intrinsic Symmetries in 2D Articulated Shapes.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2011

Deformable Shape Retrieval by Learning Diffusion Kernels.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2011

Boosted metric learning for 3D multi-modal deformable registration.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Affine-invariant diffusion geometry for the analysis of deformable 3D shapes.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

SHREC '11: Robust Feature Detection and Description Benchmark.
Proceedings of the Eurographics Workshop on 3D Object Retrieval 2011, 2011

2010
Nonlinear Dimensionality Reduction by Topologically Constrained Isometric Embedding.
International Journal of Computer Vision, 2010

Full and Partial Symmetries of Non-rigid Shapes.
International Journal of Computer Vision, 2010

A Gromov-Hausdorff Framework with Diffusion Geometry for Topologically-Robust Non-rigid Shape Matching.
International Journal of Computer Vision, 2010

Affine-invariant geodesic geometry of deformable 3D shapes
CoRR, 2010

Affine-invariant diffusion geometry for the analysis of deformable 3D shapes
CoRR, 2010

Diffusion-geometric maximally stable component detection in deformable shapes
CoRR, 2010

The Video Genome
CoRR, 2010

Volumetric heat kernel signatures.
Proceedings of the ACM workshop on 3D object retrieval, 2010

Intrinsic Regularity Detection in 3D Geometry.
Proceedings of the Computer Vision, 2010

Spatially-Sensitive Affine-Invariant Image Descriptors.
Proceedings of the Computer Vision, 2010

Data fusion through cross-modality metric learning using similarity-sensitive hashing.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010


SHREC'10 Track: Correspondence Finding.
Proceedings of the Eurographics Workshop on 3D Object Retrieval, 2010


2009
Numerical Geometry of Non-Rigid Shapes
Monographs in Computer Science, Springer, ISBN: 978-0-387-73301-2, 2009

Partial Similarity of Shapes Using a Statistical Significance Measure.
IPSJ Trans. Computer Vision and Applications, 2009

Topology-Invariant Similarity of Nonrigid Shapes.
International Journal of Computer Vision, 2009

Partial Similarity of Objects, or How to Compare a Centaur to a Horse.
International Journal of Computer Vision, 2009

2008
Parallel algorithms for approximation of distance maps on parametric surfaces.
ACM Trans. Graph., 2008

Analysis of Two-Dimensional Non-Rigid Shapes.
International Journal of Computer Vision, 2008

Regularized Partial Matching of Rigid Shapes.
Proceedings of the Computer Vision, 2008

Not only size matters: Regularized partial matching of nonrigid shapes.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008

2007
Calculus of Nonrigid Surfaces for Geometry and Texture Manipulation.
IEEE Trans. Vis. Comput. Graph., 2007

Expression-Invariant Representations of Faces.
IEEE Trans. Image Processing, 2007

Weighted distance maps computation on parametric three-dimensional manifolds.
J. Comput. Physics, 2007

Paretian Similarity for Partial Comparison of Non-rigid Objects.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2007

Symmetries of non-rigid shapes.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Rock, Paper, and Scissors: extrinsic vs. intrinsic similarity of non-rigid shapes.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

2006
Efficient Computation of Isometry-Invariant Distances Between Surfaces.
SIAM J. Scientific Computing, 2006

Multigrid multidimensional scaling.
Numerical Lin. Alg. with Applic., 2006

On Separation of Semitransparent Dynamic Images from Static Background.
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2006

Robust Expression-Invariant Face Recognition from Partially Missing Data.
Proceedings of the Computer Vision, 2006

Topologically Constrained Isometric Embedding.
Proceedings of the Human Motion, Understanding, Modelling, Capture, and Animation [Dagstuhl Seminar, 11.06., 2006

Facetoface: An Isometric Model for Facial Animation.
Proceedings of the Articulated Motion and Deformable Objects, 4th International Conference, 2006

Matching Two-Dimensional Articulated Shapes Using Generalized Multidimensional Scaling.
Proceedings of the Articulated Motion and Deformable Objects, 4th International Conference, 2006

2005
Quasi maximum likelihood MIMO blind deconvolution: Super- and sub-Gaussianity versus consistency.
IEEE Trans. Signal Processing, 2005

Relative optimization for blind deconvolution.
IEEE Trans. Signal Processing, 2005

Blind deconvolution of images using optimal sparse representations.
IEEE Trans. Image Processing, 2005

Sparse ICA for blind separation of transmitted and reflected images.
Int. J. Imaging Systems and Technology, 2005

Three-Dimensional Face Recognition.
International Journal of Computer Vision, 2005

Isometric Embedding of Facial Surfaces into.
Proceedings of the Scale Space and PDE Methods in Computer Vision, 2005

"Unmixing" tissues: sparse component analysis in multi-contrast MRI.
Proceedings of the 2005 International Conference on Image Processing, 2005

Expression-invariant face recognition via spherical embedding.
Proceedings of the 2005 International Conference on Image Processing, 2005

Blind separation of tissues in multi-modal MRI using Sparse Component Analysis.
Proceedings of the 13th European Signal Processing Conference, 2005

2004
Blind source separation using block-coordinate relative Newton method.
Signal Processing, 2004

Quasi-Maximum Likelihood Blind Deconvolution of Images Acquired Through Scattering Media.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

Fast relative newton algorithm for blind deconvolution of images.
Proceedings of the 2004 International Conference on Image Processing, 2004

Optimal sparse representations for blind source separation and blind deconvolution: a learning approach.
Proceedings of the 2004 International Conference on Image Processing, 2004

Fusion of 2D and 3D data in three-dimensional face recognition.
Proceedings of the 2004 International Conference on Image Processing, 2004

QML Blind Deconvolution: Asymptotic Analysis.
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004

Optimal Sparse Representations for Blind Deconvolution of Images.
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004

Blind Deconvolution Using the Relative Newton Method.
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004

Blind Source Separation Using the Block-Coordinate Relative Newton Method.
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004

Face Recognition from Facial Surface Metric.
Proceedings of the Computer Vision, 2004

2003
Separation of reflections via sparse ICA.
Proceedings of the 2003 International Conference on Image Processing, 2003

Separation of semireflective layers using sparse ICA.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Expression-Invariant 3D Face Recognition.
Proceedings of the Audio-and Video-Based Biometrie Person Authentication, 2003

2002
Reconstruction in Diffraction Ultrasound Tomography Using Non-Uniform FFT.
IEEE Trans. Med. Imaging, 2002

Optimal nonlinear estimation of photon coordinates in PET.
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002

Iterative reconstruction in diffraction tomography using nonuniform fast Fourier transform.
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002


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