Amir Averbuch

According to our database1, Amir Averbuch authored at least 181 papers between 1986 and 2020.

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Bibliography

2020
Seismic Event Discrimination Using Deep CCA.
IEEE Geosci. Remote. Sens. Lett., 2020

Multi-view diffusion maps.
Inf. Fusion, 2020

Gaussian bandwidth selection for manifold learning and classification.
Data Min. Knowl. Discov., 2020

Deep Gated Canonical Correlation Analysis.
CoRR, 2020

Directional wavelet packets originating from polynomial splines.
CoRR, 2020

A Diffusion Dimensionality Reduction Approach to Background Subtraction in Video Sequences.
Proceedings of the 12th International Joint Conference on Computational Intelligence, 2020

A Manifold Learning Framework for the Detection of Cardiac Disorders in Acoustic Signals.
Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods, 2020

2019
Unsupervised tumor detection in Dynamic PET/CT imaging of the prostate.
Medical Image Anal., 2019

Analytic and directional wavelet packets in the space of periodic signals.
CoRR, 2019

Unsupervised Detection of Sub-pixel Objects in Hyper-spectral Images via Diffusion Bases.
Proceedings of the 11th International Joint Conference on Computational Intelligence, 2019

2018
Multiview Kernels for Low-Dimensional Modeling of Seismic Events.
IEEE Trans. Geosci. Remote. Sens., 2018

2017
A Mathematical Model for Adaptive Computed Tomography Sensing.
IEEE Trans. Computational Imaging, 2017

New upper bound on <i>m</i>-time-relaxed <i>k</i>-broadcast graphs.
Networks, 2017

Kernel Scaling for Manifold Learning and Classification.
CoRR, 2017

Multi-View Kernels for Low-Dimensional Modeling of Seismic Events.
CoRR, 2017

Similarity Search Over Graphs Using Localized Spectral Analysis.
CoRR, 2017

Local cubic splines on non-uniform grids and real-time computation of wavelet transform.
Adv. Comput. Math., 2017

Uncovering Unknown Unknowns in Financial Services Big Data by Unsupervised Methodologies: Present and Future trends.
Proceedings of the KDD 2017 Workshop on Anomaly Detection in Finance, 2017

A Diffusion Approach to Unsupervised Segmentation of Hyper-Spectral Images.
Proceedings of the Computational Intelligence - 9th International Joint Conference, 2017

Unsupervised Segmentation of Hyper-spectral Images via Diffusion Bases.
Proceedings of the 9th International Joint Conference on Computational Intelligence, 2017

2016
Direct Inversion of the Three-Dimensional Pseudo-polar Fourier Transform.
SIAM J. Sci. Comput., 2016

Learning from patches by efficient spectral decomposition of a structured kernel.
Mach. Learn., 2016

Matrix compression using the Nyström method.
Intell. Data Anal., 2016

Multi-View Kernel Consensus For Data Analysis and Signal Processing.
CoRR, 2016

Incomplete Pivoted QR-based Dimensionality Reduction.
CoRR, 2016

Randomized LU decomposition using sparse projections.
Comput. Math. Appl., 2016

Gaussian process regression for out-of-sample extension.
Proceedings of the 26th IEEE International Workshop on Machine Learning for Signal Processing, 2016

Robust mixture models for anomaly detection.
Proceedings of the 26th IEEE International Workshop on Machine Learning for Signal Processing, 2016

Clustering Based on MultiView Diffusion Maps.
Proceedings of the IEEE International Conference on Data Mining Workshops, 2016

2015
Gear classification and fault detection using a diffusion map framework.
Pattern Recognit. Lett., 2015

Accelerating Particle Filter Using Randomized Multiscale and Fast Multipole Type Methods.
IEEE Trans. Pattern Anal. Mach. Intell., 2015

Diffusion Representations.
CoRR, 2015

MultiView Diffusion Maps.
CoRR, 2015

Direct Inversion of the 3D Pseudo-polar Fourier Transform.
CoRR, 2015

Delineation of malignant skin tumors by hyperspectral imaging using diffusion maps dimensionality reduction.
Biomed. Signal Process. Control., 2015

Diffusion Bases Dimensionality Reduction.
Proceedings of the 7th International Joint Conference on Computational Intelligence (IJCCI 2015), 2015

2014
Parameter Rating by Diffusion Gradient.
Proceedings of the Modeling, Simulation and Optimization for Science and Technology, 2014

2013
Truly-Protect: An Efficient VM-Based Software Protection.
IEEE Syst. J., 2013

Lct-Wavelet Based Algorithms for Data Compression.
Int. J. Wavelets Multiresolution Inf. Process., 2013

Video Segmentation via Diffusion Bases
CoRR, 2013

Matrix Compression using the Nystroöm Method
CoRR, 2013

Missing Entries Matrix Approximation and Completion
CoRR, 2013

Randomized LU Decomposition.
CoRR, 2013

Adaptive Compressed Tomography Sensing.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012
Corrections to "CT Reconstruction From Parallel and Fan-Beam Projections by a 2-D Discrete Radon Transform".
IEEE Trans. Image Process., 2012

CT Reconstruction From Parallel and Fan-Beam Projections by a 2-D Discrete Radon Transform.
IEEE Trans. Image Process., 2012

Performance Bounds for Maximum Likelihood Detection of Single Carrier FDMA.
IEEE Trans. Commun., 2012

Adaptive Compressed Image Sensing Using Dictionaries.
SIAM J. Imaging Sci., 2012

Two Linear Unmixing Algorithms to Recognize Targets Using Supervised Classification and Orthogonal Rotation in Airborne Hyperspectral Images.
Remote. Sens., 2012

SpectralCAT: Categorical spectral clustering of numerical and nominal data.
Pattern Recognit., 2012

Dimensionality reduction for detection of moving vehicles.
Pattern Anal. Appl., 2012

A Mathematical Model for Extremely Low Dose Adaptive Computed Tomography Acquisition.
Proceedings of the Mathematical Methods for Curves and Surfaces, 2012

Dictionary Construction for Patch-to-Tensor Embedding.
Proceedings of the Advances in Intelligent Data Analysis XI - 11th International Symposium, 2012

Patch-Based Data Analysis Using Linear-Projection Diffusion.
Proceedings of the Advances in Intelligent Data Analysis XI - 11th International Symposium, 2012

2011
Performance of Optimal Beamforming with Partial Channel Knowledge.
IEEE Trans. Wirel. Commun., 2011

Accelerating X-Ray Data Collection Using Pyramid Beam Ray Casting Geometries.
IEEE Trans. Image Process., 2011

Ternary interpolatory Subdivision Schemes Originated from splines.
Int. J. Wavelets Multiresolution Inf. Process., 2011

Detection of Sleeping Cells in LTE Networks Using Diffusion Maps.
Proceedings of the 73rd IEEE Vehicular Technology Conference, 2011

Beamforming with Partial Channel Knowledge.
Proceedings of the 4th IFIP International Conference on New Technologies, 2011

An efficient VM-based software protection.
Proceedings of the 5th International Conference on Network and System Security, 2011

Low Bitrate Asynchronous Replication of Block Devices and Virtual Machines.
Proceedings of the Sixth International Conference on Networking, Architecture, and Storage, 2011

2010
Transmission algorithm for video streaming over cellular networks.
Wirel. Networks, 2010

Block Based Deconvolution Algorithm Using Spline Wavelet Packets.
J. Math. Imaging Vis., 2010

3-D Symmetry Detection and Analysis Using the Pseudo-polar Fourier Transform.
Int. J. Comput. Vis., 2010

A diffusion framework for detection of moving vehicles.
Digit. Signal Process., 2010

Computation of interpolatory splines via triadic subdivision.
Adv. Comput. Math., 2010

A Fast Compact Prefix Encoding for Pattern Matching in Limited Resources Devices.
Proceedings of the 2010 Data Compression Conference (DCC 2010), 2010

Detection of Anomaly Trends in Dynamically Evolving Systems.
Proceedings of the Manifold Learning and Its Applications, 2010

Hierarchical Clustering Via Localized Diffusion Folders.
Proceedings of the Manifold Learning and Its Applications, 2010

2009
Spline-based deconvolution.
Signal Process., 2009

Wavelet-based acoustic detection of moving vehicles.
Multidimens. Syst. Signal Process., 2009

2008
A Framework for Discrete Integral Transformations II-The 2D Discrete Radon Transform.
SIAM J. Sci. Comput., 2008

A Framework for Discrete Integral Transformations I-The Pseudopolar Fourier Transform.
SIAM J. Sci. Comput., 2008

Polymer geometry and Li<sup>+</sup> conduction in poly(ethylene oxide).
J. Comput. Phys., 2008

Tracking of Moving Objects in Video Through Invariant Features in Their Graph Representation.
EURASIP J. Image Video Process., 2008

Global parametric image alignment via high-order approximation.
Comput. Vis. Image Underst., 2008

2007
Multiwavelet Frames in Signal Space Originated From Hermite Splines.
IEEE Trans. Signal Process., 2007

Image Coding With Geometric Wavelets.
IEEE Trans. Image Process., 2007

A projection-based extension to phase correlation image alignment.
Signal Process., 2007

Modeling and simulation of Li-ion conduction in poly(ethylene oxide).
J. Comput. Phys., 2007

Scene based non-uniformity correction in thermal images using Kalman filter.
Image Vis. Comput., 2007

Wavelet Transforms Generated by splines.
Int. J. Wavelets Multiresolution Inf. Process., 2007

Symmetric interpolatory Framelets and their Erasure Recovery Properties.
Int. J. Wavelets Multiresolution Inf. Process., 2007

2006
Volume Registration Using the 3-D Pseudopolar Fourier Transform.
IEEE Trans. Signal Process., 2006

Interpolatory frames in signal space.
IEEE Trans. Signal Process., 2006

Unitary Nongroup STBC From Cyclic Algebras.
IEEE Trans. Inf. Theory, 2006

Edge-enhancement postprocessing using artificial dissipation.
IEEE Trans. Image Process., 2006

Tight and sibling frames originated from discrete splines.
Signal Process., 2006

Multisensor Image Registration via Implicit Similarity.
IEEE Trans. Pattern Anal. Mach. Intell., 2006

Fast Hole-Filling in Images Via Fast Comparison of Incomplete Patches.
Proceedings of the Multimedia Content Representation, 2006

Symmetric Interplatory Framelets and Their Erasure Recovery Properties.
Proceedings of the Multimedia Content Representation, 2006

RDO Transform Selection for a Multi-Transform Video Encoder.
Proceedings of the ITRE 2006, 2006

A Multi-Transform Search Algorithms to Enhance H.264/AVC Performance.
Proceedings of the ITRE 2006, 2006

XML Syntax Conscious Compression.
Proceedings of the 2006 Data Compression Conference (DCC 2006), 2006

2005
Pseudopolar-based estimation of large translations, rotations, and scalings in images.
IEEE Trans. Image Process., 2005

Deblocking of block-transform compressed images using weighted sums of symmetrically aligned pixels.
IEEE Trans. Image Process., 2005

A Hierarchical 3-D Direct Helmholtz Solver by Domain Decomposition and Modified Fourier Method.
SIAM J. Sci. Comput., 2005

Objects based change detection in a pair of gray-level images.
Pattern Recognit., 2005

The Angular Difference Function and Its Application to Image Registration.
IEEE Trans. Pattern Anal. Mach. Intell., 2005

Color image segmentation based on adaptive local thresholds.
Image Vis. Comput., 2005

Pseudo-Polar Based Estimation of Large Translations Rotations and Scalings in Images.
Proceedings of the 7th IEEE Workshop on Applications of Computer Vision / IEEE Workshop on Motion and Video Computing (WACV/MOTION 2005), 2005

Accurate multi-dimensional alignment.
Proceedings of the 2005 International Conference on Image Processing, 2005

A non Cartesian FFT approach to image alignment.
Proceedings of the 2005 International Conference on Image Processing, 2005

Algebraically Accurate Volume Registration Using Euler's Theorem and the 3-D Pseudo-Polar FFT.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

Robust Image Alignment using Third-order Global Motion Estimation.
Proceedings of the British Machine Vision Conference 2005, Oxford, UK, September 2005, 2005

2004
Fast motion estimation using bidirectional gradient methods.
IEEE Trans. Image Process., 2004

A new family of spline-based biorthogonal wavelet transforms and their application to image compression.
IEEE Trans. Image Process., 2004

A Fast Spectral Subtractional Solver for Elliptic Equations.
J. Sci. Comput., 2004

Identification of Acoustic Signatures for Vehicles via Reduction of Dimensionality.
Int. J. Wavelets Multiresolution Inf. Process., 2004

Robust Phase Correlation.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

2003
Fast gradient methods based on global motion estimation for video compression.
IEEE Trans. Circuits Syst. Video Technol., 2003

Tracking of moving objects based on graph edges similarity.
Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

Color Image Segmentation based on Automatic Derivation of Local Thresholds.
Proceedings of the Seventh International Conference on Digital Image Computing: Techniques and Applications, 2003

Automatic Adaptive Segmentation of Moving Objects Based on Spatio-Temporal Information.
Proceedings of the Seventh International Conference on Digital Image Computing: Techniques and Applications, 2003

Unsupervised Segmentation of Moving MPEG Blocks Based on Classification of Temporal Information.
Proceedings of the Seventh International Conference on Digital Image Computing: Techniques and Applications, 2003

Implicit similarity: a new approach to multi-sensor image registration.
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003

2002
Lifting scheme for biorthogonal multiwavelets originated from Hermite splines.
IEEE Trans. Signal Process., 2002

Multilayered image representation: application to image compression.
IEEE Trans. Image Process., 2002

Automatic segmentation of moving objects in video sequences: a region labeling approach.
IEEE Trans. Circuits Syst. Video Technol., 2002

A Hierarchical 3-D Poisson Modified Fourier Solver by Domain Decomposition.
J. Sci. Comput., 2002

Fast gradient methods based global motion estimation for video compression.
Proceedings of the 2002 International Conference on Image Processing, 2002

Deblocking of block-DCT compressed images using deblocking frames of variable size.
Proceedings of the IEEE International Conference on Acoustics, 2002

FFT based image registration.
Proceedings of the IEEE International Conference on Acoustics, 2002

2001
Biorthogonal Butterworth wavelets derived from discrete interpolatory splines.
IEEE Trans. Signal Process., 2001

Low bit-rate efficient compression for seismic data.
IEEE Trans. Image Process., 2001

Wavelet-based video coder via bit allocation.
IEEE Trans. Circuits Syst. Video Technol., 2001

Butterworth wavelet transforms derived from discrete interpolatory splines: recursive implementation.
Signal Process., 2001

Low-cost minimum-time line-broadcasting schemes in complete binary trees.
Networks, 2001

A Wavelet Packet Algorithm for Classification and Detection of Moving Vehicles.
Multidimens. Syst. Signal Process., 2001

Efficient line broadcasting in a d-dimensional grid.
Discret. Appl. Math., 2001

Biorthogonal Butterworth wavelets.
Proceedings of the IEEE International Conference on Acoustics, 2001

Wavelet video compression using region based motion estimation and compensation.
Proceedings of the IEEE International Conference on Acoustics, 2001

A Region-Based MRF Model for Unsupervised Segmentation of Moving Objects in Image Sequences.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

2000
Efficient Parallelization of a Three-Dimensional Navier-Stokes Solver on MIMD Multiprocessors.
J. Supercomput., 2000

Fast adaptive wavelet packet image compression.
IEEE Trans. Image Process., 2000

Parallel Adaptive Solution of a Poisson Equation with Multiwavelets.
SIAM J. Sci. Comput., 2000

Performance analysis of hybrid network multiprocessor architecture.
Concurr. Pract. Exp., 2000

1999
Speed versus quality in low bit-rate still image compression.
Signal Process. Image Commun., 1999

A Fast Spectral Solver for a 3D Helmholtz Equation.
SIAM J. Sci. Comput., 1999

Scheduling tasks of multi-join queries in a multiprocessor.
Concurr. Pract. Exp., 1999

1998
A Fast Poisson Solver of Arbitrary Order Accuracy in Rectangular Regions.
SIAM J. Sci. Comput., 1998

Implicit-Explicit Parallel Asynchronous Solver of Parabolic PDEs.
SIAM J. Sci. Comput., 1998

Two-Dimensional Parallel Solver for the Solution of Navier-Stokes Equations with Constant and Variable Coefficients Using ADI on Cells.
Parallel Comput., 1998

On the Relation between Second-Order Statistics, Connectivity Analysis, and Percolation Models in Digital Textures.
Graph. Model. Image Process., 1998

Portable parallel FFT for MIMD multiprocessors.
Concurr. Pract. Exp., 1998

Efficient multicast design in a microkernel environment.
Concurr. Pract. Exp., 1998

Multi-Layered Image Representation: Application to Image Compression.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

Fast Wavelet Packet Image Compression.
Proceedings of the Data Compression Conference, 1998

1997
Highly Scalable Two- and Three-Dimensional Navier-Stokes Parallel Solvers on MIMD Multiprocessors.
J. Supercomput., 1997

On a fast direct elliptic solver by a modified Fourier method.
Numer. Algorithms, 1997

An Efficient Topological Characterization of Gray-Levels Textures, Using a Multiresolution Representation.
CVGIP Graph. Model. Image Process., 1997

Highly Scalable 2-D and 3-D Navier-Stokes Parallel Solver on MIMD Multiprocessors.
Proceedings of the Eighth SIAM Conference on Parallel Processing for Scientific Computing, 1997

Asynchronous Parallel Solvers for Hyperbolic Conservation Laws.
Proceedings of the Eighth SIAM Conference on Parallel Processing for Scientific Computing, 1997

Motion Compensation of Wavelet Coefficients for Very Low Bit Rate Coding.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

1996
Image compression using wavelet transform and multiresolution decomposition.
IEEE Trans. Image Process., 1996

On automatic threshold selection for polygonal approximations of digital curves.
Pattern Recognit., 1996

Digital image thresholding, based on topological stable-state.
Pattern Recognit., 1996

On parallel asynchronous high-order solutions of parabolic PDEs.
Numer. Algorithms, 1996

Portable parallelizing Fortran compiler.
Concurr. Pract. Exp., 1996

1995
Parallel Implementation of Non-Linear Evolution Problems Using Parabolic Domain Decomposition.
Parallel Comput., 1995

1994
On the Parallel Elliptic Single/Multigrid Solutions about Aligned and Nonaligned Bodies Using the Virtual Machine for Multiprocessors.
Sci. Program., 1994

Asynchronous and corrected-asynchronous finite difference solutions of PDEs on MIMD multiprocessors.
Numer. Algorithms, 1994

Portable Parallel implementation of BLAS 3.
Concurr. Pract. Exp., 1994

1993
General smoothing techniques for estimating deterministic undamped sinusoidal frequencies from noisy data.
IEEE Trans. Signal Process., 1993

Portable, Parallelizing Compiler.
IEEE Softw., 1993

Local cosine transform - a method for the reduction of the blocking effect in JPEG.
J. Math. Imaging Vis., 1993

1992
A Classification of Algorithms for Multiplying Polynomials of Small Degree over Finite Fields.
J. Algorithms, 1992

Bounds on Parallel Computation of Multivariate Polynomials.
Proceedings of the Theory of Computing and Systems, 1992

1991
Parallel Implementation of Multiple Model Tracking Algorithms.
IEEE Trans. Parallel Distributed Syst., 1991

Classification of All the Minimal Bilinear Algorithms for Computing the Coefficients of the Product of Two Polynomials Modulo a Polynomial. Part II: The Algebra G[u]/<u^n>.
Theor. Comput. Sci., 1991

Timing analysis of a parallel algorithm for Toeplitz matrices on a MIMD parallel machine.
Parallel Comput., 1991

Experience with a Portable Parallelizing Pascal Compiler.
Proceedings of the International Conference on Parallel Processing, 1991

Multifilters for radar tracking of a maneuvering target-Viterbi vs. IMM.
Proceedings of the 1991 International Conference on Acoustics, 1991

1990
A parallel FFT on an MIMD machine.
Parallel Comput., 1990

Performance Comparison of Load/Store and Symmetric Instruction Set Architectures.
Proceedings of the 17th Annual International Symposium on Computer Architecture, 1990

General smoothing techniques for estimating deterministic sinusoidal frequencies from noisy data.
Proceedings of the 1990 International Conference on Acoustics, 1990

1989
Asynchronous Numerical Solution of PDES on Parallel Computers.
Proceedings of the Fourth SIAM Conference on Parallel Processing for Scientific Computing, 1989

A Parallel FFT on an MIMD Machine.
Proceedings of the International Conference on Parallel Processing, 1989

1988
Classification of All the Minimal Bilinear Algorithms for Computing the Coefficients of the Product of Two Polynomials Modulo a Polynomial, Part I: The Algeabra G[u] / < Q(u)^l >, l > 1.
Theor. Comput. Sci., 1988

1986

Classification of all the Minimal Bilinear Algorithms for Computing the Coefficients of the Product of Two Polynomials Modulo a Polynomial.
Proceedings of the Automata, Languages and Programming, 13th International Colloquium, 1986


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