Moshe Porat's Home Page

Moshe Porat
Department of Electrical Engineering
Technion - Israel Institute of Technology
Haifa 32000, Israel

Email: mp @ ee.technion.ac.il (mind the gaps - and please use PDF or JPEG files if you write in Hebrew)
URL: http://vision.technion.ac.il/mp

Phone: +(972) 4 829-4684

Fax: +(972) 4 8324411.

Office: 705, Electrical Engineering Meyer Building

Professional Work

Signal and Image Processing

Medical Imaging

Computer Vision

Biological Visual and Auditory Systems

Time-Frequency Representations

Multimedia Systems

Image and Video Compression

Electronic Circuits

Research Statement

Recent Professional Publications

Hagai Kirshner and Moshe Porat, "On the Approximation of L2 Inner Products from Sampled Data", IEEE Trans. on Signal Processing, Vol. 55, No. 5, pp. 2136-2144 (2007) abstract
Evgeny Gershikov, Emilia Lavi-Burlak and Moshe Porat, "Correlation-Based Approach to Color Image Compression", Signal Processing: Image Communication, Volume 22, Issue 9, pp. 719-733 (2007) abstract
Tsvi G. Dvorkind, Hagai Kirshner, Yonina C. Eldar and Moshe Porat, "Minimax Approximation of Representation Coefficients From Generalized Samples", IEEE Trans. on Signal Processing, Volume 55, Issue 9, pp. 4430 - 4443 (2007). abstract
Evgeny Gershikov and Moshe Porat, "On Color Transforms and Bit Allocation for Optimal Subband Image Compression", Signal Processing: Image Communication, Vol. 22, pp. 1-18 (2007). abstract
Yalon Roterman and Moshe Porat, Color Image Coding using Regional Correlation of Primary Colors", Image and Vision Computing, Vol. 25, pp. 637-651 (2007). abstract
Shira Nemirovsky and Moshe Porat, "On Texture and Image Interpolation using Markov Models", Signal Processing: Image Communication, Volume 24, pp. 139-157 (2009). abstract
Hagai Kirshner and Moshe Porat, "On the Role of Exponential Splines in Image Interpolation", IEEE Trans. on Image Processing, vol. 18, no.10, pp. 2198-2208 (2009). abstract
Micha Kalfon and Moshe Porat, "A New Approach to Texture Recognition using Decorrelation Stretching", the International Journal of Future Computer and Communication IJFCC, Vol. 2, No. 1, pp. 49-53, February 2013. abstract
Yaron Kalit and Moshe Porat, "A Single Image Super-Resolution Method for Texture Interpolation", the International Journal of Future Computer and Communication IJFCC, Vol. 2, No. 1, pp. 54-58, February 2013. abstract
H. Kirshner, A. Bourquard, J. P. Ward, M.Porat and M. Unser, "Adaptive Image Resizing Based on Continuous-Domain Stochastic Modeling", accepted to IEEE Trans. on Image Processing (2013).

Earlier Most Cited Publications

M. Porat and Y.Y. Zeevi, "The generalized Gabor scheme of image representation in biological and machine vision", IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI) 10:44, pp. 452-468, 1988 (paper cited by 458).
M. Porat and Y.Y. Zeevi, "Localized texture processing in vision: analysis and synthesis in the Gaborian space", IEEE Transactions on Biomedical Engineering (BME) 36:11, 115-129, 1989 (paper cited by 215). Appeared also in the book Neuro-Vision Systems, Gupta and Knopf (Eds) IEEE Press, which contains major works of the 50 years 1943-1993.
Yuval Eldar, Michael Lindenbaum, Moshe Porat, Yehoshua Y. Zeevi, "The farthest point strategy for progressive image sampling", IEEE Transactions on Image Processing, 1997 (paper cited by 137).

For details, see my Google Scholar page and my citation summary.

Recent Technical Conferences

D. Sezganov and M. Porat, "A New Approach to Large-Scale Image Recognition for Visual Search Engines", pp. 113-119, IEEE ICUMT 2013.

E. Braunstain and M. Porat, "On Optimized Color Image Coding using Correlation of Primary Colors", LNCS #8156, pp. 523-531, ICIAP 2013.

E. Braiman and M. Porat, "The Biomechanics of the Heart as a Diagnostic Tool for Myocardial Infarction Using Multiple Hypothesis Tracking", Proceedings of ICMEM, pp. 145-1 - 145-4, 2013.

M. Porat, "An Information-Based Approach to Video Communication", Ecom & IT 2013.

M. Porat, "On Multicomponent Signal Analysis using Super-Resolution", pp. 16-20, ICETM 2013.

Gil Rivnai, Ido Perlman and Moshe Porat, "On the Adaptation Process to Optical Signals of the Retina", ISMBE 2013.

Lior Gorodisky, Jonathan Lessick and Moshe Porat, "Use of Magnetic Resonance Imaging (MRI) vs. Acoustic Imaging to Assess the Severity of Mitral Regurgitation", IEEE DIPED 2012.

M. Porat, "A Stochastic Model-Based Approach to Color Image Analysis and Coding", the IX International Conference of Mathematical Physics, September 2012.

Yaron Kalit and Moshe Porat, "A Single-Image Super-Resolution Method for Texture Interpolation", ICFCC 2012.

Micha Kalfon and Moshe Porat, "A New Approach to Texture Recognition using Decorrelation Stretching", ICFCC 2012.

D. Sezganov and M. Porat, "Improving Large-Scale Image Retrieval using Geometric Weighting", the international conference on Machine Learning and Computer Science IMLCS August 2012.

E. Braiman and M. Porat, "Dynamic Analysis of the Heart Motion for the Diagnosis of Acute Myocardial Infarction", ISDC 2011.

M. Porat, "Video Coding using a Computational Anticipatory Approach", CASYS 2011.

Ari Lev-Or and Moshe Porat, "Ultrasound Imaging: Correction of Geometric Distortions using Warping", ICNBME 2011.

Yair Kerner and Moshe Porat, "An Optimized Compounding Approach to Ultrasound Imaging", ICNBME 2011.

H. Kirshner, M. Poart and M. Unser, "A Stochastic Minimum-Norm Approach to Image and Texture Interpolation", Eusipco 2010.

O. Gendler and M. Porat, "On Efficient Quantization for Image Recompression", Eusipco 2010.

R. Primorac and M. Porat, "A new approach to color video coding using spatio-temporal correlation of primary colors", Eusipco 2010.

M. Porat, "A Computational Approach to Multimedia Communication Networks", IEEE International Conference on Networking and Information Technology (ICNIT) 2010.

E. Gershikov and M. Porat, "Towards Optimal Image Coding using Image Interpolation", The IEEE International Conference on Imaging Systems and Techniques (IST) 2010.

E. Gershikov and M. Porat, "Efficient Color Image Compression using Demosaicing", the IEEE Signature Conference on Computers, Software and Applications (COMPSAC) 2010.

M. Porat, "Towards Optimized Video Coding using Vector Quantization", The International Conference on Optimization, Simulation and Control (COSC) 2010.

O. Gendler and M. Porat, "Toward Optimal Real-Time Transcoding using Requantization in the DCT Domain", IEEE Int'l conference on Image Processing, ICIP 2009.

H. Kirshner and M. Poart, "A Stochastic Model-Based Approach to Image and Texture Interpolation", IEEE Int'l conference on Image Processing, ICIP 2009.

E. Gershikov and M. Porat, "Optimal Color Spaces for Image Demosaicing", IEEE Int'l conference on Image Processing, ICIP 2009.

M. Porat, "A Vector Quantization Approach to Multimedia Systems", the 15th International Conference on Virtual Systems and Multimedia, VSMM 2009, Vienna.

E. Gershikov and M. Porat, "On Color Optimization for Image Compression and Representation", the 15th International Conference on Virtual Systems and Multimedia, VSMM 2009, Vienna.

E. Gershikov and M. Porat, "Image Interpolation using Optimized Color Transforms", Eusipco 2009.

E. Braiman and M. Porat, "Diagnosis of acute myocardial infarction using tissue deformation in echocardiographic imaging", Eusipco 2009.

O. Gendler and M. Porat, "On Efficient Quantization for Image Recompression", Eusipco 2009.

H. Kirshner and M. Porat, "On Spectral Estimation and Fourier Transform Approximation from Sampled Data", Eusipco 2009.

M. Porat, "Video Mobile Communication: A Memory-Based Approach", Mobility 2008, Taiwan.

Evgeny Gershikov and Moshe Porat "On Image Compression Systems for Band-limited Information Networks", The International Symposium on Intelligent Systems and Informatics, SISY 2008.

Shira Nemirovsky and Moshe Porat, "On Wide-Sense Markov Random Fields and their Application to Improved Texture Interpolation", EUSIPCO 2008, Switzerland.

E. Gershikov and M. Porat, "Optimal Color Image Compression using Localized Color Components Transforms", EUSIPCO 2008, Switzerland.

H. Kirshner and M. Porat, "Are Polynomial Models Optimal for Image Interpolation?", EUSIPCO 2008, Switzerland.

Recent Book Chapters

Eyal Braunstain and Moshe Porat, "On Optimized Color Image Coding using Correlation of Primary Colors", A. Petrosino (Ed.): ICIAP 2013, Part I, LNCS 8156, pp. 523-531, Springer-Verlag Berlin Heidelberg 2013.
Evgeny Gershikov and Moshe Porat, "Data Compression of Color Images using a Probabilistic Linear Transform Approach", in LNCS # 4310, T. Boyanov, S. Dimova, K. Georgiev, G. Nikolov (Eds.) pp. 582-589, Springer-Verlag Berlin Heidelberg (2007).
M. Porat, "On Coding and Codebooks in Multimedia Information Systems", in "Information Systems Development", pp. 243-252, Springer, O. Vasilecas et al.Eds, (2005).
H. Kirshner and M. Porat, "From Analog Information to Digital Databases - Does it Keep Everything Intact?", in "Information Systems Development", pp. 377-388, Springer, O. Vasilecas et al.Eds, (2005).

Patents

N.S. Jayant and M. Porat, Method and apparatus for image processing using model-based localized quantization, US Patent #5,828,413, 1998. Also registered as European Patent EP0765085, Japanese Patent JP9172378, and Canadian patent CA2180298 (developed at Bell Labs, Murray Hill, NJ, USA).
S. Nemirovsky and M. Porat, Method and System for Processing an Image According to Deterministic and Stochastic Fields US patent No. 8,537,172 issued on 17.9.13.

Recent Courses

044105 - Theory of Electronic Circuits - undergraduate course (Winter 2012/13)

044105 - Theory of Electronic Circuits - undergraduate course (Winter 2008/9)

044142 - Linear Electronic Circuits - undergraduate course (Winter 2011/12)

044142 - Linear Electronic Circuits - undergraduate course (Winter 2010/11)

046332 - Visual and Auditory Systems - joint graduate/undergraduate course (Winter 2012/3)

046332 - Visual and Auditory Systems - joint graduate/undergraduate course (Winter 2011/2)

048860 - Image Processing - graduate course (Spring 2013)

048860 - Image Processing - graduate course (Spring 2012)

048922 - Vision, Image structure and Computer Vision Lab - graduate course (see also this - information for students)

048747 - Biolgical Signals and Systems Lab - graduate course (information for students)

Graduate Students

Jacques Behar - Information in Localized Phase of Signals and its Role in Vision.
Zvi Dubiner - The Gabor Representation as a Tool for Systems Synthesis and Analysis in the Position-Frequency space.
Hayit Greenspan - Image Analysis in a Position -- Orientation Space, with Y.Y. Zeevi.
Nir Katzir - Planar Curve Segmentation for Recognition of Partially Occluded Shapes.
Tamar Genossar - On Non-Orthogonal Representations and Gabor Expansion.
Yuval Eldar - Irregular Image Sampling using the Voronoi Tessellation. System.
Sharon Urieli - Image Analysis and Representation by Spectral Phase.
Amir Francos - Signal Analysis and Synthesis using Positive Time-Frequency
Gal Shachor - Signal Reconstruction from Partial Information in the Position-Frequency Space.
Yossi Shapiro - Signal Reconstruction from Spectral Amplitude.
Nir Brueller - Non-Uniform Sampling of Signals with Time varying Characteristics. Summary-English Thesis-Hebrew
Larisa Goffman-Vinopal - The Effect of Intercolor Correlation on Color Image Compression.
Ari Shenhar - Processing of Spatial Distortions in Images.
Gil Michael - On Signal Reconstruction from Fourier Magnitude.
Dmitry Furman - Compression of Video Sequences using Three Dimensional Vector Quantization.
Elad Klein - Model Order Selection for Harmonic Signals by Super Resolution Methods.
Xiao Qiong Tang - On Special Signals in Image Reconstruction from Partial Spectral Information.
Lior Assouline - On Quality Criteria for Time-Varying Filtering.
Don Chen - On Gemstone Feature Recognition, with G. CogHill.
Amir Leventer - On Optimal Bit Rate Reduction in Video Coding.
Yair Kerner - Quality enhancement of ultrasound imaging using compounding.
Sharon Harell - Development of a computerized approach for quantitative analysis of the 'Myocardial Blush Grade' in patients undergoing angiography, Primary adviser Prof. R. Beyar, Technion's Medical school.
Yalon Roterman - Color image coding using regional correlation of primary colors.
Roni Mittelman - On Multi-Resolution Statistical Models for Image Processing.
Emilia Lavi (Burlak) - Correlation vs. Decorrelation of Color Components in Image Compression.
Hagai Kirshner - On Sampling-Invariant Characteristics in Signal Representation (MSc); On Sampling Invariant Image Processing and Analysis (PhD).
Ronen Sher - On Image Interpolation using Statistical Models.
Shira Nemirovsky - On Texture and Image Interpolation Using Markov Models.
Rudi Primorac - Color Video Coding Using Spatio-Temporal Correlation of Primary Colors.
Evgeny Gershikov - On Subband Transform Coding for Color Image Compression (MSc); On the Role of Color Information in Image Processing and Visual Communcation (PhD), with Prof. Allen Tannenbaum.
Gil Rivnai - On the Adaptation Process to Optical Signals in the Retina (with Prof I. Perlman, Technion's Medical school).
Ora Gendler - On Transcoding Optimization using Requantization.
Micha Kalfon - On the Role of Color Information in Texture Recognition (final stages).
Dmitry Sezganov - Large scale content-based image retrieval using geometric information.
Yaron Kalit - Color Texture Interpolation based on Markov Models and Local Gradients (thesis submitted).
Lior Gorodisky - Quantification of Mitral Regurgitation using Magnetic Resonance Imaging (with Dr. J. Lessick, Technion's Medical school, in progress).
Alex Kopaigorodski - On signal and image reconstruction from discrete data (in progress).
Roie Pri-Or, "Inverse Filtering for Improving Performance of Continuous focus Ultrasound Systems" (with Dr. Zvi Friedman of General Electric Medical Systems, in progress).
Dorin Danial, "On multi-channel excitation of ultrasound transmission for echo compression" (with Dr. Zvi Friedman of General Electric Medical Systems, in progress).
Matan Ziv, "On Interpolation-Oriented Decimation of Images" (in progress).

Professional Affiliations

IEEE - Senior Member (since 1997)
IAPR - Israel's representative (1998-2011)
IFMBE - Member of the International Federation for Medical and Biological Engineering and the Israeli branch ISMBE.
Admission Committee - EE, Technion

Last update: October 2013.