Amir Averbuch

ORCID

Publication Activity (10 Years)

Years Active: 1986-2024
Publications (10 Years): 41

Top Venues

Publications

Shir Barzel, Moshe Salhov, Ofir Lindenbaum, Amir Averbuch
SEL-CIE: Knowledge-Guided Self-Supervised Learning Framework for CIE-XYZ Reconstruction from Non-Linear sRGB Images. CoRR (2024)
Amir Averbuch, Pekka Neittaanmäki, Valery A. Zheludev
Directional wavelet packets originating from polynomial splines. Adv. Comput. Math. 49 (2) (2023)
Guy Zamberg, Moshe Salhov, Ofir Lindenbaum, Amir Averbuch
TabADM: Unsupervised Tabular Anomaly Detection with Diffusion Models. CoRR (2023)
Amir Averbuch, Pekka Neittaanmäki, Valery A. Zheludev, Moshe Salhov, Jonathan Hauser
An hybrid denoising algorithm based on directional wavelet packets. Multidimens. Syst. Signal Process. 33 (4) (2022)
Amir Averbuch, Pekka Neittaanmäki, Valery A. Zheludev, Moshe Salhov, Jonathan Hauser
Cross-boosting of WNNM Image Denoising method by Directional Wavelet Packets. CoRR (2022)
Ofir Lindenbaum, Moshe Salhov, Amir Averbuch, Yuval Kluger
L0-Sparse Canonical Correlation Analysis. ICLR (2022)
Jonathan Gradstein, Moshe Salhov, Yoav Tulpan, Ofir Lindenbaum, Amir Averbuch
Imbalanced Classification via a Tabular Translation GAN. CoRR (2022)
Leon Ofman, Amir Averbuch, Adi Shliselberg, Idan Benaun, David Segev, Aron Rissman
Automated identification of transiting exoplanet candidates in NASA Transiting Exoplanets Survey Satellite (TESS) data with machine learning methods. CoRR (2021)
Amir Averbuch, Pekka Neittaanmäki, Valery A. Zheludev, Moshe Salhov, Jonathan Hauser
Image inpainting using directional wavelet packets originating from polynomial splines. Signal Process. Image Commun. 97 (2021)
Jonathan Hauser, Gal Shtendel, Amit Zeligman, Amir Averbuch, Menachem Nathan
SHS-GAN: Synthetic Enhancement of a Natural Hyperspectral Database. IEEE Trans. Computational Imaging 7 (2021)
Amir Averbuch, Pekka Neittaanmäki, Valery A. Zheludev
Directional wavelet packets originating from polynomial splines. CoRR (2020)
Ofir Lindenbaum, Neta Rabin, Yuri Bregman, Amir Averbuch
Seismic Event Discrimination Using Deep CCA. IEEE Geosci. Remote. Sens. Lett. 17 (11) (2020)
Keren Hochman, Amir Averbuch, Alon Schclar, Raid Saabni
A Manifold Learning Framework for the Detection of Cardiac Disorders in Acoustic Signals. ICPRAM (2020)
Ofir Lindenbaum, Arie Yeredor, Moshe Salhov, Amir Averbuch
Multi-view diffusion maps. Inf. Fusion 55 (2020)
Ofir Lindenbaum, Moshe Salhov, Amir Averbuch, Yuval Kluger
Deep Gated Canonical Correlation Analysis. CoRR (2020)
Dina Dushnik, Alon Schclar, Amir Averbuch, Raid Saabni
A Diffusion Dimensionality Reduction Approach to Background Subtraction in Video Sequences. IJCCI (2020)
Ofir Lindenbaum, Moshe Salhov, Arie Yeredor, Amir Averbuch
Gaussian bandwidth selection for manifold learning and classification. Data Min. Knowl. Discov. 34 (6) (2020)
Amir Averbuch, Pekka Neittaanmäki, Valery A. Zheludev
Analytic and directional wavelet packets in the space of periodic signals. CoRR (2019)
Alon Schclar, Amir Averbuch
Unsupervised Detection of Sub-pixel Objects in Hyper-spectral Images via Diffusion Bases. IJCCI (2019)
Eldad Rubinstein, Moshe Salhov, Meital Nidam-Leshem, Valerie White, Shay Golan, Jack Baniel, Hanna Bernstine, David Groshar, Amir Averbuch
Unsupervised tumor detection in Dynamic PET/CT imaging of the prostate. Medical Image Anal. 55 (2019)
Ofir Lindenbaum, Yuri Bregman, Neta Rabin, Amir Averbuch
Multiview Kernels for Low-Dimensional Modeling of Seismic Events. IEEE Trans. Geosci. Remote. Sens. 56 (6) (2018)
Amir Averbuch, Pekka Neittaanmäki, Etay Shefi, Valery A. Zheludev
Local cubic splines on non-uniform grids and real-time computation of wavelet transform. Adv. Comput. Math. 43 (4) (2017)
Gil Shabat, David Segev, Amir Averbuch
Uncovering Unknown Unknowns in Financial Services Big Data by Unsupervised Methodologies: Present and Future trends. ADF@KDD (2017)
Alon Schclar, Amir Averbuch
Unsupervised Segmentation of Hyper-spectral Images via Diffusion Bases. IJCCI (2017)
Yariv Aizenbud, Amir Averbuch, Gil Shabat, Guy Ziv
Similarity Search Over Graphs Using Localized Spectral Analysis. CoRR (2017)
Ofir Lindenbaum, Moshe Salhov, Arie Yeredor, Amir Averbuch
Kernel Scaling for Manifold Learning and Classification. CoRR (2017)
Amir Averbuch, Irete Peeri, Yehuda Roditty
-broadcast graphs. Networks 70 (2) (2017)
Ofir Lindenbaum, Yuri Bregman, Neta Rabin, Amir Averbuch
Multi-View Kernels for Low-Dimensional Modeling of Seismic Events. CoRR (2017)
Alon Schclar, Amir Averbuch
A Diffusion Approach to Unsupervised Segmentation of Hyper-Spectral Images. IJCCI (Selected Papers) (2017)
Oren Barkan, Jonathan Weill, Shai Dekel, Amir Averbuch
A Mathematical Model for Adaptive Computed Tomography Sensing. IEEE Trans. Computational Imaging 3 (4) (2017)
Amir Averbuch, Gil Shabat, Yoel Shkolnisky
Direct Inversion of the Three-Dimensional Pseudo-polar Fourier Transform. SIAM J. Sci. Comput. 38 (2) (2016)
Ofir Lindenbaum, Arie Yeredor, Amir Averbuch
Clustering Based on MultiView Diffusion Maps. ICDM Workshops (2016)
Arik Nemtsov, Amir Averbuch, Alon Schclar
Matrix compression using the Nyström method. Intell. Data Anal. 20 (5) (2016)
Amit Bermanis, Aviv Rotbart, Moshe Salhov, Amir Averbuch
Incomplete Pivoted QR-based Dimensionality Reduction. CoRR (2016)
Yariv Aizenbud, Gil Shabat, Amir Averbuch
Randomized LU Decomposition Using Sparse Projections. CoRR (2016)
Yariv Aizenbud, Gil Shabat, Amir Averbuch
Randomized LU decomposition using sparse projections. Comput. Math. Appl. 72 (9) (2016)
Oren Barkan, Jonathan Weill, Amir Averbuch
Gaussian process regression for out-of-sample extension. MLSP (2016)
Moshe Salhov, Amit Bermanis, Guy Wolf, Amir Averbuch
Learning from patches by efficient spectral decomposition of a structured kernel. Mach. Learn. 103 (1) (2016)
Oren Barkan, Jonathan Weill, Amir Averbuch
Gaussian Process Regression for Out-of-Sample Extension. CoRR (2016)
Oren Barkan, Amir Averbuch
Robust mixture models for anomaly detection. MLSP (2016)
Moshe Salhov, Ofir Lindenbaum, Avi Silberschatz, Yoel Shkolnisky, Amir Averbuch
Multi-View Kernel Consensus For Data Analysis and Signal Processing. CoRR (2016)
Moshe Salhov, Amit Bermanis, Guy Wolf, Amir Averbuch
Diffusion Representations. CoRR (2015)
Tuomo Sipola, Tapani Ristaniemi, Amir Averbuch
Gear classification and fault detection using a diffusion map framework. Pattern Recognit. Lett. 53 (2015)
Valery A. Zheludev, Ilkka Pölönen, Noora Neittaanmäki-Perttu, Amir Averbuch, Pekka Neittaanmäki, Mari Grönroos, Heikki Saari
Delineation of malignant skin tumors by hyperspectral imaging using diffusion maps dimensionality reduction. Biomed. Signal Process. Control. 16 (2015)
Alon Schclar, Amir Averbuch
Diffusion Bases Dimensionality Reduction. IJCCI (NCTA) (2015)
Gil Shabat, Yaniv Shmueli, Amit Bermanis, Amir Averbuch
Accelerating Particle Filter Using Randomized Multiscale and Fast Multipole Type Methods. IEEE Trans. Pattern Anal. Mach. Intell. 37 (7) (2015)
Amir Averbuch, Gil Shabat, Yoel Shkolnisky
Direct Inversion of the 3D Pseudo-polar Fourier Transform. CoRR (2015)
Ofir Lindenbaum, Arie Yeredor, Moshe Salhov, Amir Averbuch
MultiView Diffusion Maps. CoRR (2015)
Amir Averbuch, Valery A. Zheludev, Moshe Guttmann, Dan D. Kosloff
Lct-Wavelet Based Algorithms for Data Compression. Int. J. Wavelets Multiresolution Inf. Process. 11 (5) (2013)
Gil Shabat, Yaniv Shmueli, Amir Averbuch
Randomized LU Decomposition. CoRR (2013)
Amir Averbuch, Michael Kiperberg, Nezer Jacob Zaidenberg
Truly-Protect: An Efficient VM-Based Software Protection. IEEE Syst. J. 7 (3) (2013)
Dina Dushnik, Alon Schclar, Amir Averbuch
Video Segmentation via Diffusion Bases CoRR (2013)
Oren Barkan, Jonathan Weill, Amir Averbuch, Shai Dekel
Adaptive Compressed Tomography Sensing. CVPR (2013)
Arik Nemtsov, Amir Averbuch, Alon Schclar
Matrix Compression using the Nystroöm Method CoRR (2013)
Gil Shabat, Yaniv Shmueli, Amir Averbuch
Missing Entries Matrix Approximation and Completion CoRR (2013)
Amir Averbuch, Ilya Sedelnikov, Yoel Shkolnisky
Corrections to "CT Reconstruction From Parallel and Fan-Beam Projections by a 2-D Discrete Radon Transform". IEEE Trans. Image Process. 21 (6) (2012)
Moshe Salhov, Guy Wolf, Amir Averbuch, Pekka Neittaanmäki
Patch-Based Data Analysis Using Linear-Projection Diffusion. IDA (2012)
Gil David, Amir Averbuch
SpectralCAT: Categorical spectral clustering of numerical and nominal data. Pattern Recognit. 45 (1) (2012)
Amir Averbuch, Ilya Sedelnikov, Yoel Shkolnisky
CT Reconstruction From Parallel and Fan-Beam Projections by a 2-D Discrete Radon Transform. IEEE Trans. Image Process. 21 (2) (2012)
Amir Averbuch, Shai Dekel, Shay Deutsch
Adaptive Compressed Image Sensing Using Dictionaries. SIAM J. Imaging Sci. 5 (1) (2012)
Oren Barkan, Amir Averbuch, Shai Dekel, Yaniv Tenzer
A Mathematical Model for Extremely Low Dose Adaptive Computed Tomography Acquisition. MMCS (2012)
Mark Geles, Amir Averbuch, Ofer Amrani, Doron Ezri
Performance Bounds for Maximum Likelihood Detection of Single Carrier FDMA. IEEE Trans. Commun. 60 (7) (2012)
Amir Averbuch, Neta Rabin, Alon Schclar, Valery A. Zheludev
Dimensionality reduction for detection of moving vehicles. Pattern Anal. Appl. 15 (1) (2012)
Amir Averbuch, Michael A. Zheludev
Two Linear Unmixing Algorithms to Recognize Targets Using Supervised Classification and Orthogonal Rotation in Airborne Hyperspectral Images. Remote. Sens. 4 (2) (2012)
Moshe Salhov, Guy Wolf, Amit Bermanis, Amir Averbuch, Pekka Neittaanmäki
Dictionary Construction for Patch-to-Tensor Embedding. IDA (2012)
Amir Averbuch, Valery A. Zheludev, Gary B. Fatakhov, Eduard H. Yakubov
Ternary interpolatory Subdivision Schemes Originated from splines. Int. J. Wavelets Multiresolution Inf. Process. 9 (4) (2011)
Shimi Shilo, Anthony J. Weiss, Amir Averbuch
Beamforming with Partial Channel Knowledge. NTMS (2011)
Amir Averbuch, Tomer Margalit, Nezer Zaidenberg, Eviatar Khen
Low Bitrate Asynchronous Replication of Block Devices and Virtual Machines. NAS (2011)
Amir Averbuch, Michael Kiperberg, Nezer Zaidenberg
An efficient VM-based software protection. NSS (2011)
Amir Averbuch, Guy Lifschitz, Yoel Shkolnisky
Accelerating X-Ray Data Collection Using Pyramid Beam Ray Casting Geometries. IEEE Trans. Image Process. 20 (2) (2011)
Fedor Chernogorov, Jussi Turkka, Tapani Ristaniemi, Amir Averbuch
Detection of Sleeping Cells in LTE Networks Using Diffusion Maps. VTC Spring (2011)
Shimi Shilo, Anthony J. Weiss, Amir Averbuch
Performance of Optimal Beamforming with Partial Channel Knowledge. IEEE Trans. Wirel. Commun. 10 (12) (2011)
Valery A. Zheludev, Amir Averbuch
Computation of interpolatory splines via triadic subdivision. Adv. Comput. Math. 32 (1) (2010)
S. Harrusi, Amir Averbuch, Neta Rabin
A Fast Compact Prefix Encoding for Pattern Matching in Limited Resources Devices. DCC (2010)
Y. Falik, Amir Averbuch, Uri Yechiali
Transmission algorithm for video streaming over cellular networks. Wirel. Networks 16 (5) (2010)
Alon Schclar, Amir Averbuch, Neta Rabin, Valery A. Zheludev, Keren Hochman
A diffusion framework for detection of moving vehicles. Digit. Signal Process. 20 (1) (2010)
Amit Bermanis, Amir Averbuch, Yosi Keller
3-D Symmetry Detection and Analysis Using the Pseudo-polar Fourier Transform. Int. J. Comput. Vis. 90 (2) (2010)
Gil David, Amir Averbuch, Ronald R. Coifman
Hierarchical Clustering Via Localized Diffusion Folders. AAAI Fall Symposium: Manifold Learning and Its Applications (2010)
Neta Rabin, Amir Averbuch
Detection of Anomaly Trends in Dynamically Evolving Systems. AAAI Fall Symposium: Manifold Learning and Its Applications (2010)
Amir Averbuch, Valery A. Zheludev, Pekka Neittaanmäki, Jenny Koren
Block Based Deconvolution Algorithm Using Spline Wavelet Packets. J. Math. Imaging Vis. 38 (3) (2010)
Amir Averbuch, Valery A. Zheludev
Spline-based deconvolution. Signal Process. 89 (9) (2009)
Amir Averbuch, Valery A. Zheludev, Neta Rabin, Alon Schclar
Wavelet-based acoustic detection of moving vehicles. Multidimens. Syst. Signal Process. 20 (1) (2009)
Larisa Gitelman, Moshe Israeli, Amir Averbuch, Menachem Nathan, Zeev Schuss, Diana Golodnitsky
conduction in poly(ethylene oxide). J. Comput. Phys. 227 (18) (2008)
Amir Averbuch, Ronald R. Coifman, David L. Donoho, Moshe Israeli, Yoel Shkolnisky
A Framework for Discrete Integral Transformations I-The Pseudopolar Fourier Transform. SIAM J. Sci. Comput. 30 (2) (2008)
Ofer Miller, Amir Averbuch, Ety Navon
Tracking of Moving Objects in Video Through Invariant Features in Their Graph Representation. EURASIP J. Image Video Process. 2008 (2008)
Amir Averbuch, Ronald R. Coifman, David L. Donoho, Moshe Israeli, Yoel Shkolnisky, Ilya Sedelnikov
A Framework for Discrete Integral Transformations II-The 2D Discrete Radon Transform. SIAM J. Sci. Comput. 30 (2) (2008)
Yosi Keller, Amir Averbuch
Global parametric image alignment via high-order approximation. Comput. Vis. Image Underst. 109 (3) (2008)
Amir Averbuch, Valery A. Zheludev, Tamir Cohen
Multiwavelet Frames in Signal Space Originated From Hermite Splines. IEEE Trans. Signal Process. 55 (3) (2007)
Amir Averbuch, Gabi Liron, Ben-Zion Bobrovsky
Scene based non-uniformity correction in thermal images using Kalman filter. Image Vis. Comput. 25 (6) (2007)
Amir Averbuch, Valery A. Zheludev
Wavelet Transforms Generated by splines. Int. J. Wavelets Multiresolution Inf. Process. 5 (2) (2007)
Yosi Keller, Amir Averbuch
A projection-based extension to phase correlation image alignment. Signal Process. 87 (1) (2007)
Ofer Amrani, Amir Averbuch, Tamir Cohen, Valery A. Zheludev
Symmetric interpolatory Framelets and their Erasure Recovery Properties. Int. J. Wavelets Multiresolution Inf. Process. 5 (4) (2007)
Larisa Gitelman, Moshe Israeli, Amir Averbuch, Menachem Nathan, Zeev Schuss, Diana Golodnitsky
Modeling and simulation of Li-ion conduction in poly(ethylene oxide). J. Comput. Phys. 227 (2) (2007)
Dror Alani, Amir Averbuch, Shai Dekel
Image Coding With Geometric Wavelets. IEEE Trans. Image Process. 16 (1) (2007)
Amir Averbuch, G. Gelles, Alon Schclar
Fast Hole-Filling in Images Via Fast Comparison of Incomplete Patches. MRCS (2006)
Amir Averbuch, Boris Epstein, Neta Rabin, Eli Turkel
Edge-enhancement postprocessing using artificial dissipation. IEEE Trans. Image Process. 15 (6) (2006)
Yosi Keller, Yoel Shkolnisky, Amir Averbuch
Volume Registration Using the 3-D Pseudopolar Fourier Transform. IEEE Trans. Signal Process. 54 (11) (2006)
Michael Ben-Israel, David Drezner, Amir Averbuch
A Multi-Transform Search Algorithms to Enhance H.264/AVC Performance. ITRE (2006)
Joseph Abarbanel, Amir Averbuch, Shmuel Rosset, Joseph Zlotnick
Unitary Nongroup STBC From Cyclic Algebras. IEEE Trans. Inf. Theory 52 (9) (2006)
Amir Averbuch, Valery A. Zheludev, Tamir Cohen
Tight and sibling frames originated from discrete splines. Signal Process. 86 (7) (2006)

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Publication Activity (10 Years)

Top Topics

Top Venues

Amir Averbuch