Amir Averbuch

Professor

1986 …2022

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  • 2020

    A diffusion dimensionality reduction approach to background subtraction in video sequences

    Dushnik, D., Schclar, A., Averbuch, A. & Saabni, R., 2020, IJCCI 2020 - Proceedings of the 12th International Joint Conference on Computational Intelligence. Merelo, J. J., Garibaldi, J., Wagner, C., Back, T., Madani, K. & Warwick, K. (eds.). SciTePress, Vol. 1. p. 294-300 7 p. (IJCCI 2020 - Proceedings of the 12th International Joint Conference on Computational Intelligence).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • A manifold learning framework for the detection of cardiac disorders in acoustic signals

    Hochman, K., Averbuch, A., Schclar, A. & Saabni, R., 2020, ICPRAM 2020 - Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods. De Marsico, M., di Baja, G. S. & Fred, A. (eds.). SciTePress, p. 192-197 6 p. (ICPRAM 2020 - Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Dual-camera snapshot spectral imaging with pupil-domain binary optical diffuser and Compressed Sensing algorithms

    Hauser, J., Golub, M. A., Averbuch, A., Nathan, M., Zheludev, V. A. & Kagan, M., 2020, Computational Optical Sensing and Imaging, COSI 2020. The Optical Society, JF2F.3. (Optics InfoBase Conference Papers).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2019

    A diffusion approach to unsupervised segmentation of hyper-spectral images

    Schclar, A. & Averbuch, A., 2019, Computational Intelligence - 9th International Joint Conference, IJCCI 2017, Revised Selected Papers. Madani, K., Merelo, J. J., Warwick, K., Sabourin, C. & Warwick, K. (eds.). Springer Verlag, p. 163-178 16 p. (Studies in Computational Intelligence; vol. 829).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Analytic and directional wavelet packets

    Averbuch, A. Z., Neittaanmäki, P. & Zheludev, V. A., Jul 2019, 2019 13th International Conference on Sampling Theory and Applications, SampTA 2019. Institute of Electrical and Electronics Engineers Inc., 9030914. (2019 13th International Conference on Sampling Theory and Applications, SampTA 2019).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Random Diffusion Representations

    Salhov, M. & Averbuch, A., Jul 2019, 2019 13th International Conference on Sampling Theory and Applications, SampTA 2019. Institute of Electrical and Electronics Engineers Inc., 9030852. (2019 13th International Conference on Sampling Theory and Applications, SampTA 2019).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Unsupervised detection of sub-pixel objects in hyper-spectral images via diffusion bases

    Schclar, A. & Averbuch, A., 2019, IJCCI 2019 - Proceedings of the 11th International Joint Conference on Computational Intelligence. Merelo, J. J., Garibaldi, J., Linares-Barranco, A., Madani, K., Warwick, K. & Warwick, K. (eds.). SciTePress, p. 496-501 6 p. (IJCCI 2019 - Proceedings of the 11th International Joint Conference on Computational Intelligence).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
  • 2018

    Local splines on non-uniform grids generating real-time wavelet transforms

    Averbuch, A., Neittaanmäki, P. & Zheludev, V., 2018, Constructive theory of functions: Proceedings of the 12th international conference, Sozopol, Bulgaria, June 11-17, 2016. Ivanov, K., Nikolov, G., Uluchev, R. & Drinov, M. (eds.). Prof. M. Drinov Acad. Publ. House, Sofia, p. 29-50 22 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2017

    Bandwidth selection for kernel-based classification

    Lindenbaum, O., Yeredor, A. & Averbuch, A., 4 Jan 2017, 2016 IEEE International Conference on the Science of Electrical Engineering, ICSEE 2016. Institute of Electrical and Electronics Engineers Inc., 7806089. (2016 IEEE International Conference on the Science of Electrical Engineering, ICSEE 2016).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Multi-channel fusion for seismic event detection and classification

    Lindenbaum, O., Rabin, N., Bregman, Y. & Averbuch, A., 4 Jan 2017, 2016 IEEE International Conference on the Science of Electrical Engineering, ICSEE 2016. Institute of Electrical and Electronics Engineers Inc., 7806088. (2016 IEEE International Conference on the Science of Electrical Engineering, ICSEE 2016).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Multi-view kernel-based data analysis

    Averbuch, A., Salhov, M., Lindenbaum, O., Silberschatz, A. & Shkolnisky, Y., 4 Jan 2017, 2016 IEEE International Conference on the Science of Electrical Engineering, ICSEE 2016. Institute of Electrical and Electronics Engineers Inc., 7806187. (2016 IEEE International Conference on the Science of Electrical Engineering, ICSEE 2016).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Similarity search over graphs using localized spectral analysis

    Aizenbud, Y., Averbuch, A., Shabat, G. & Ziv, G., 1 Sep 2017, 2017 12th International Conference on Sampling Theory and Applications, SampTA 2017. Anbarjafari, G., Kivinukk, A. & Tamberg, G. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 635-638 4 p. 8024435. (2017 12th International Conference on Sampling Theory and Applications, SampTA 2017).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Unsupervised segmentation of hyper-spectral images via diffusion bases

    Schclar, A. & Averbuch, A., 2017, IJCCI 2017 - Proceedings of the 9th International Joint Conference on Computational Intelligence. Sabourin, C., Merelo, J. J., O'Reilly, U-M., Madani, K. & Warwick, K. (eds.). SciTePress, p. 305-312 8 p. (IJCCI 2017 - Proceedings of the 9th International Joint Conference on Computational Intelligence).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
  • 2016

    Clustering Based on MultiView Diffusion Maps

    Lindenbaum, O., Yeredor, A. & Averbuch, A., 2 Jul 2016, Proceedings - 16th IEEE International Conference on Data Mining Workshops, ICDMW 2016. Domeniconi, C., Gullo, F., Bonchi, F., Bonchi, F., Domingo-Ferrer, J., Baeza-Yates, R., Baeza-Yates, R., Baeza-Yates, R., Zhou, Z-H. & Wu, X. (eds.). IEEE Computer Society, p. 740-747 8 p. 7836740. (IEEE International Conference on Data Mining Workshops, ICDMW; vol. 0).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Gaussian process regression for out-of-sample extension

    Barkan, O., Weill, J. & Averbuch, A., 8 Nov 2016, 2016 IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2016 - Proceedings. Diamantaras, K., Uncini, A., Palmieri, F. A. N. & Larsen, J. (eds.). IEEE Computer Society, 7738832. (IEEE International Workshop on Machine Learning for Signal Processing, MLSP; vol. 2016-November).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Robust mixture models for anomaly detection

    Barkan, O. & Averbuch, A., 8 Nov 2016, 2016 IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2016 - Proceedings. Diamantaras, K., Uncini, A., Palmieri, F. A. N. & Larsen, J. (eds.). IEEE Computer Society, 7738885. (IEEE International Workshop on Machine Learning for Signal Processing, MLSP; vol. 2016-November).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2015

    Diffusion bases dimensionality reduction

    Schclar, A. & Averbuch, A., 2015, NCTA. Rosa, A., Merelo, J. J., Dourado, A., Cadenas, J. M., Madani, K., Ruano, A., Filipe, J. & Filipe, J. (eds.). SciTePress, p. 151-156 6 p. (IJCCI 2015 - Proceedings of the 7th International Joint Conference on Computational Intelligence; vol. 3).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2014

    A mathematical model for extremely low dose adaptive computed tomography acquisition

    Barkan, O., Averbuch, A., Dekel, S. & Tenzer, Y., 2014, Mathematical Methods for Curves and Surfaces - 8th International Conference, MMCS 2012, Revised Selected Papers. Springer Verlag, p. 13-33 21 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8177 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2013

    Anomaly detection via manifold learning

    Averbuch, A. & Neittaanmäki, P., 2013, 12th European Conference on Information Warfare and Security 2013, ECIW 2013. p. 24-30 7 p. (European Conference on Information Warfare and Security, ECCWS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Inversion of the heat equation by a block based algorithm using spline wavelet packets

    Averbuch, A., Neittaanmäki, P. & Zheludev, V., 2013, Numerical Methods for Differential Equations, Optimization, and Technological Problems. Repin, S., Tiihonen, T. & Tuovinen, T. (eds.). Springer Netherland, p. 219-236 18 p. (Computational Methods in Applied Sciences; vol. 27).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • LgDb 2.0: Using Lguest for kernel profiling, code coverage and simulation

    Khen, E., Zaidenberg, N. J., Averbuch, A. & Fraimovitch, E., 2013, Proceedings of the 2013 International Symposium on Performance Evaluation of Computer and Telecommunication Systems, SPECTS 2013 - Part of SummerSim 2013 Multiconference. p. 78-85 8 p. 6595745. (Proceedings of the 2013 International Symposium on Performance Evaluation of Computer and Telecommunication Systems, SPECTS 2013 - Part of SummerSim 2013 Multiconference).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • LgDb 2.0: Using Lguest for kernel profiling, code coverage and simulation

    Khen, E., Zaidenberg, N. J., Averbuch, A. & Fraimovitch, E., 2013, International Symposium on Performance Evaluation of Computer and Telecommunication Systems, SPECTS 2013 - 2013 Summer Simulation Multiconference, SummerSim 2013. 9 ed. p. 78-85 8 p. (Simulation Series; vol. 45, no. 9).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Polar classification of nominal data

    Wolf, G., Harussi, S., Shmueli, Y. & Averbuch, A., 2013, Numerical Methods for Differential Equations, Optimization, and Technological Problems. Repin, S., Tiihonen, T. & Tuovinen, T. (eds.). Springer Netherland, p. 253-271 19 p. (Computational Methods in Applied Sciences; vol. 27).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • PPPC - Peer-2-peer streaming and algorithm for creating spanning trees for peer-2-peer networks

    Averbuch, A., Roditi, Y. & Zaidenberg, N. J., 2013, Numerical Methods for Differential Equations, Optimization, and Technological Problems. Repin, S., Tiihonen, T. & Tuovinen, T. (eds.). Springer Netherland, p. 363-377 15 p. (Computational Methods in Applied Sciences; vol. 27).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2012

    Accelerating Particle filter using multiscale methods

    Shmueli, Y., Shabat, G., Bermanis, A. & Averbuch, A., 2012, 2012 IEEE 27th Convention of Electrical and Electronics Engineers in Israel, IEEEI 2012. 6377009. (2012 IEEE 27th Convention of Electrical and Electronics Engineers in Israel, IEEEI 2012).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Dictionary construction for patch-to-tensor embedding

    Salhov, M., Wolf, G., Bermanis, A., Averbuch, A. & Neittaanmäki, P., 2012, Advances in Intelligent Data Analysis XI - 11th International Symposium, IDA 2012, Proceedings. p. 346-356 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7619 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Patch-based data analysis using linear-projection diffusion

    Salhov, M., Wolf, G., Averbuch, A. & Neittaanmäki, P., 2012, Advances in Intelligent Data Analysis XI - 11th International Symposium, IDA 2012, Proceedings. p. 334-345 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7619 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Performance of optimal beamforming with partial channel knowledge in correlated fading

    Shilo, S., Weiss, A. J. & Averbuch, A., 2012, 2012 IEEE 27th Convention of Electrical and Electronics Engineers in Israel, IEEEI 2012. 6377143. (2012 IEEE 27th Convention of Electrical and Electronics Engineers in Israel, IEEEI 2012).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2011

    An efficient VM-based software protection

    Averbuch, A., Kiperberg, M. & Zaidenberg, N. J., 2011, Proceedings - 2011 5th International Conference on Network and System Security, NSS 2011. p. 121-128 8 p. 6059968. (Proceedings - 2011 5th International Conference on Network and System Security, NSS 2011).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Beamforming with partial channel knowledge

    Shilo, S., Weiss, A. J. & Averbuch, A., 2011, 2011 4th IFIP International Conference on New Technologies, Mobility and Security, NTMS 2011 - Proceedings. 5720622. (2011 4th IFIP International Conference on New Technologies, Mobility and Security, NTMS 2011 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Detection of sleeping cells in LTE networks using diffusion maps

    Chernogorov, F., Turkka, J., Ristaniemi, T. & Averbuch, A., 2011, 2011 IEEE 73rd Vehicular Technology Conference, VTC2011-Spring - Proceedings. 5956626. (IEEE Vehicular Technology Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Low bitrate asynchronous replication of block devices and virtual machines

    Averbuch, A., Margalit, T., Zaidenberg, N. & Khen, E., 2011, Proceedings - 6th IEEE International Conference on Networking, Architecture, and Storage, NAS 2011. p. 180-185 6 p. 6005438. (Proceedings - 6th IEEE International Conference on Networking, Architecture, and Storage, NAS 2011).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Using virtualization for online kernel profiling, code coverage and instrumentation

    Khen, E., Zaidenberg, N. J. & Averbuch, A., 2011, Proceedings of the 2011 International Symposium on Performance Evaluation of Computer and Telecommunication Systems, SPECTS 2011. p. 104-110 7 p. 5984854. (Proceedings of the 2011 International Symposium on Performance Evaluation of Computer and Telecommunication Systems, SPECTS 2011).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2010

    A fast compact prefix encoding for pattern matching in limited resources devices

    Harrusi, S., Averbuch, A. & Rabin, N., 2010, Proceedings - Data Compression Conference, DCC 2010. p. 533 1 p. 5453510. (Data Compression Conference Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Detection of anomaly trends in dynamically evolving systems

    Rabin, N. & Averbuch, A., 2010, Manifold Learning and Its Applications - Papers from the AAAI Fall Symposium, Technical Report. AI Access Foundation, p. 44-49 6 p. (AAAI Fall Symposium - Technical Report; vol. FS-10-06).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Hierarchical clustering via localized diffusion folders

    David, G., Averbuch, A. & Coifman, R. R., 2010, Manifold Learning and Its Applications - Papers from the AAAI Fall Symposium, Technical Report. AI Access Foundation, p. 28-31 4 p. (AAAI Fall Symposium - Technical Report; vol. FS-10-06).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Maximum likelihood detection for single carrier - FDMA: Performance analysis

    Geles, M., Amrani, O., Averbuch, A. & Ezri, D., 2010, 2010 IEEE 26th Convention of Electrical and Electronics Engineers in Israel, IEEEI 2010. p. 325-327 3 p. 5662215. (2010 IEEE 26th Convention of Electrical and Electronics Engineers in Israel, IEEEI 2010).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Performance of suboptimal beamforming with full knowledge of part of the channel matrix

    Shilo, S., Weiss, A. J. & Averbuch, A., 2010, 2010 IEEE 26th Convention of Electrical and Electronics Engineers in Israel, IEEEI 2010. p. 1-5 5 p. 5662223. (2010 IEEE 26th Convention of Electrical and Electronics Engineers in Israel, IEEEI 2010).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2006

    A multi-transform search algorithms to enhance H.264/AVC performance

    Ben-Israel, M., Averbuch, A. & Drezner, D., 2006, ITRE 2006 - 4th International Conference on Information Technology: Research and Education, Proceedings. IEEE Computer Society, p. 161-166 6 p. 4266316. (ITRE 2006 - 4th International Conference on Information Technology: Research and Education, Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Fast hole-filling in images via fast comparison of incomplete patches

    Averbuch, A., Gelles, G. & Scholar, A., 2006, Multimedia Content Representation, Classification and Security - International Workshop, MRCS 2006. Proceedings. Springer Verlag, p. 738-744 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4105 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • RDO transform selection for a multi-transform video encoder

    Drezner, D., Averbuch, A. & Ben-Israel, M., 2006, ITRE 2006 - 4th International Conference on Information Technology: Research and Education, Proceedings. IEEE Computer Society, p. 172-178 7 p. 4266318. (ITRE 2006 - 4th International Conference on Information Technology: Research and Education, Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Symmetric interplatory framelets and their erasure recovery properties

    Amrani, O., Averbuch, A. Z. & Zheludev, V. A., 2006, Multimedia Content Representation, Classification and Security - International Workshop, MRCS 2006. Proceedings. Springer Verlag, p. 643-649 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4105 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2005

    Accurate multi-dimensional alignment

    Keller, Y., Shkolnisky, Y. & Averbuch, A., 2005, IEEE International Conference on Image Processing 2005, ICIP 2005. IEEE Computer Society, p. 1049-1052 4 p. 1530576. (Proceedings - International Conference on Image Processing, ICIP; vol. 3).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Algebraically accurate volume registration using Euler's theorem and the 3-D pseudo-polar FFT

    Keller, Y., Averbuch, A. & Shkolnisky, Y., 2005, Proceedings - 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2005. IEEE Computer Society, p. 795-800 6 p. 1467524. (Proceedings - 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2005; vol. II).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • A non cartesian FFT approach to image alignment

    Keller, Y., Shkolnisky, Y. & Averbuch, A., 2005, IEEE International Conference on Image Processing 2005, ICIP 2005. IEEE Computer Society, p. 50-53 4 p. 1530575. (Proceedings - International Conference on Image Processing, ICIP; vol. 3).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Pseudo-polar based estimation of large translations rotations and scalings in images

    Keller, Y., Averbuch, A. & Israeli, M., 2005, Proceedings - IEEE Workshop on Motion and Video Computing, MOTION 2005. IEEE Computer Society, p. 201-206 6 p. 4129606. (Proceedings - IEEE Workshop on Motion and Video Computing, MOTION 2005).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2004

    A real-time algorithm for vision-based localization

    Averbuch, A. & Scholar, A., 2004, Proceedings Elmar-2004 - 46th International Symposium Electronics in Marine. Kos, T. & Grgic, M. (eds.). p. 125-130 6 p. (Proceedings Elmar - International Symposium Electronics in Marine).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Robust phase correlation

    Keller, Y., Averbuch, A. & Miller, O., 2004, Proceedings of the 17th International Conference on Pattern Recognition, ICPR 2004. Kittler, J., Petrou, M. & Nixon, M. (eds.). p. 740-743 4 p. (Proceedings - International Conference on Pattern Recognition; vol. 2).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2003

    Automatic Adaptive Segmentation of Moving Objects Based on Spatio-Temporal Information

    Miller, O., Averbuch, A. & Keller, Y., 2003, Digital Image Computing: Techniques and Applications: Proceedings of the VIIth Biennial Australian Pattern Recognition Society Conference, DICTA 2003. Sun, C., Talbot, H., Ourselin, S. & Adriaansen, T. (eds.). CSIRO Publishing, Vol. 2. p. 1007-1016

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Color Image Segmentation based on Automatic Derivation of Local Thresholds.

    Navon, E., Miller, O. & Averbuch, A., 2003, Digital Image Computing: Techniques and Applications: Proceedings of the VIIth Biennial Australian Pattern Recognition Society Conference, DICTA 2003. Sun, C., Talbot, H., Ourselin, S. & Adriaansen, T. (eds.). CSIRO Publishing, Vol. 2. p. 571-580

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review