Description: Description: Description: Description: Description: C:\Users\AMIN\Desktop\My Web\p_moallem.jpg

Payman Moallem

Associate Professor

  • Email: p_moallem AT eng.ui.ac.ir
  • Phone: +98-311-7934066 
  • Fax: +98-311-7933071
  • Address: Department of Electrical Engineering,
    Faculty of Engineering, University of Isfahan,
    Hezar Jerib Ave., Isfahan, Iran
    Postal Code 81744

 

Description: Description: Description: Description: Description: C:\Users\AMIN\Desktop\My Web\BULLET.GIFEducational History:

B.Sc. Electronic Engineering, Isfahan University of Technology, 1992
M.Sc. Electronic Engineering, Amir-Kabir University of Technology, 1996
Ph.D. Electronic Engineering, Amir-Kabir University of Technology, 2003.

 

Description: Description: Description: Description: Description: C:\Users\AMIN\Desktop\My Web\BULLET.GIFResearch Interests:

Image Processing, Machine Vision, Neural Networks
Pattern Recognition, Real time Video Processing, DSP

Description: Description: Description: Description: Description: C:\Users\AMIN\Desktop\My Web\BULLET.GIFCurrent Activities:

Graduate: Image Processing, Neural Networks, Pattern Recognition, Machine Vision, Interfacing Circuits.

Under Graduate: Digital Design, Computer Architecture, Microprocessors, Electronic Measurements and Instrumentations, Interfacing Circuits, Advanced Digital Design.

Description: Description: Description: Description: Description: C:\Users\AMIN\Desktop\My Web\BULLET.GIFOther Activities:

Digital Signal Processing, Advanced Microprocessors.

Advanced Computer Architecture, Fuzzy Logic.

Description: Description: Description: Description: Description: C:\Users\AMIN\Desktop\My Web\BULLET.GIFPublications:

Journal Papers

1. P. Moallem, K. Faez, J. Haddadnia, "Fast Edge-Based Stereo Matching Algorithm through Search Space Reduction", IEICE Transaction on Information and System [ISI], Vol. E85-D, No 11, pp. 1850-1871, Japan , November 2002.

2. J. Haddadnia, K. Faez, P. Moallem, "Design of RBF Neural Network using an Efficient Hybrid Learning Algorithm with Application in Human Face Recognition with Psedo Zernike Moments" IEICE Transaction on Information and System [ISI], Vol. E86-D, No 2, pp. 316-352, Japan, February 2003.

3. P. Moallem, K. Faez, "Fast Edge-Based Stereo Matching and Geometric Parameters", International Journal of Pattern Recognition and Image Analysis (Advances in Mathematical Theory and Application), Vol. 13, No 3, pp. 518-524, Russian Federation, 2003.

4. P. Moallem, K. Faez, "Effective Parameters in Search Space Reduction used in a Fast Edge-Based Stereo Matching", International Journal of Circuit, Systems and Computers (JCSC) [ISI], Volume 14, No 2, pp. 249-266, April, 2005.

5. P. Moallem, M. Ashourian, B. Mirzaeian, M. Ataei, "A Novel Fast Feature Based Stereo Matching Algorithm with Low Invalid Matching", WSEAS Transactions on Computers, Issue 3, Volume 5, pp. 469 – 477, March 2006.

6. P. Moallem, A. Monadjemi, B. Mirzaeian, M. Ashourian, "PATLIS: Fast and Reliable Backpropagation based Learning Algorithm Using Parallel Tangent and Heuristic Line Search ", WSEAS Transactions on Computers, Issue 9, Volume 5, pp. 2098-2105, Sep. 2006.

7. A. Monadjemi , P. Moallem, "DWHT: A Fast Multi-Scale/Multi-Directional Texture Feature Extraction Scheme", WSEAS Transactions on Computers, Issue 9, Volume 5, pp. 2106-2113, Sep. 2006.

8. B. Mirzaeian, A. Kiyoumarsi, P. Moallem, M. Moallem, "Optimal Design of Switching Circuit Parameters for Switched Reluctance Motor Drive based on Genetic Algorithms", Electromotion, Vol 13, No 3, pp. 213-220, July-Sep 2006.

9. P. Moallem, A. Memarmoghaddam, M. Ashourian, "Robust and Fast Tracking Algorithm in video Sequences by Adaptive Window Sizing Using a Novel Analysis on Spatiotemporal Gradient Powers", International Journal of Circuit, Systems and Computers (JCSC) [ISI], Vol. 16, No 2, pp. 305-317, April 2007.

10. P. Moallem, A. Monadjemi, "Dynamic Online Signature Recognition System using a Novel Signature-based Normalized Feature String and MLP Neural Network", IRANIAN JOURNAL OF ENGINEERING SCIENCES (IJES), Vol. 1, No.1, pp. 19-37, Dec. 2007.

11. H. Sadegi, P. Moallem, S.A. Monadjemi, "Feature Based Dense Stereo Matching using Dynamic Programming and Color", International Journal of Information and Mathematical Sciences, Vol. 4, No.3, pp. 179-186, 2008.

12. S. Moein, A. Monadjemi, P. Moallem, "A Novel Fuzzy-Neural Based Medical Diagnosis System", International Journal of Biological and Medical Sciences [SCOPUS], Vol., 1 No. 3, pp. 146-150, 2008.

13. A.R. Vard, A.R. Naghsh Nilchi, P. Moallem, "Object Detection and Image Segmentation Using Texture Pressure Energy in Parametric Active Contour Models", Journal of the Chinese Institute of Engineers (JCIE) [ISI], Vol. 31, No. 4, pp. 649-657, 2008.

14. P. Moallem, A. Monadjemi, B. Mirzaeian, "PTGMVS: Parallel Tangent Gradient with Modified Variable Steps for a Reliable and Fast MLP Neural Networks Learning", Kuwait Journal of Science and Engineering (KJSE) [ISI], Vol. 35, No 1B, pp. 65-83, 2008.

15.   A. Monadjemi, P. Moallem, Automatic Diagnosis of Particular Diseases using a Fuzzy-Neural Approach, International Review on Computers and Software (IRECOS) [COMPENDEX], Praise Worthy Prize (Publishing House), Italy, Vol. 3, July 2008.

16.   P. Moallem, G. Isazadeh, Advanced Power System Stabilizer based on Multi Layer Perceptron Neural Network using Linear Optimal Control, International Review of Automatic Control (IREACO) [EBSCO], Praise Worthy Prize (Publishing House), Italy, Vol. 3, July 2008.

17.   H. Mohammadi, A. Monadjemi, P. Moallem, A. Ahmadi Olounabadi, E-Learning System Development using an Open-Source Customization Approach, Journal of Computer Science (JCS) [SCOPUS], Science Publication, USA, Vol. 4, No. 5, 360-365, 2008.

18.   M. Ataei, P. Moallem, R. Mahsouri, A Comprehensive Model of a Tracker System Based on Motion Equations of a Two Degree-Of-Freedom Gimbal System, International Review on Modeling and Simulation (IREMOS) [SCOPUS], Praise Worthy Prize (Publishing House), Italy, Vol. 1, August 2008.

19. M. Jan Baemani, A. Monadjemi, P. Moallem, Detection of Respiratory Abnormalities Using Artificial Neural Networks, Journal of Computer Science (JCS) [SCOPUS], Science Publication, USA, Vol. 4, No. 8, 663-667, 2008.

20. P. Moallem, B. Morzaeian, M. Shirvani, Determination of the Number of Broken Rotor Bars in Squirrel-Cage Induction Motors Using Wavelet, PCA and Neural Networks, International Review on Electrical Engineering (IREE) [ISI], Praise Worthy Prize (Publishing House), Italy, Vol. 4, No. 2, pp. 242-248, April 2009.

21. M. Koleini, A. Monadjemi, P. Moallem, Film Colorization Using Texture Feature Coding and Artificial Neural Networks, Journal of Multi Media (JMM) [SCOPUS] , Academy Publisher, Vol. 4, No. 4, pp. 240-247, August 2009.

22- A.R. Vard, P. Moallem, A.R. Naghsh Nilchi, Texture based Parametric Active Contour for Target Detection and Tracking, International Journal of Imaging Systems and Technology (IJST) [ISI], Vol. 19 Issue 3, pp. 187-198, August 2009.

23.   P. Moallem, A. Moallem, A Real Time Image Processing Algorithm for Cracks Highlighting in Weld X-Ray Video, Kuwait Journal of Science and Engineering (KJSE) [ISI], Vol. 36, No. 2B, pp. 91-105, 2009.

24. P. Moallem, A. Ayoughi, Improving backpropagation via an efficient combination of a saturation suppression method and momentum term, Neural Network World (NNW) [ISI], Institute of Computer Science, Vol. 20, No. 2, pp. 207-222, 2010.

25.   O. Sharifi Tehrani, M. Ashourian, P. Moallem, "An FPGA-Based Implementation of Fixed-Point Standard-LMS Algorithm with Low Resource Utilization and Fast Convergence", International Review on Computers and Software (IRECOS) [COMPENDEX], Praise Worthy Prize (Publishing House), Italy, Vol. 5, No. 4, pp. 436-444, July 2010.

26. M.R. Lavvafi, A. Monadjemi, P. Moallem, Film Colorization, Using Artificial Neural Networks and Laws Filters, Journal of Computers (JCP) [SCOPUS], Academy Publisher, Vol. 5, No. 7, pp. 1094-1099, 2010.

27. M. Koleini, A. Monadjemi, P. Moallem, Film Colorization Using Texture Features and Artificial Neural Networks, Journal of the Chinese Institute of Engineers (JCIE) [ISI], Vol. 33, No. 7, pp. 1049-1057, Nov. 2010.

28. P. Moallem, S. Amoozeidi, M. Ashourian, A Novel Temporal-Frequency Domain Error Concealment Method for Motion JPEG", International Journal of Engineering (IJE) [SCOPUS], Material and Energy Research Center, Vol. 23, No. 2, pp. 121-132, May 2010.

29.   A. Kiyoumarsi, P. Moallem, State Space Analysis for Internal Nonlinearities and Noise Modeling of a Microwave MESFET Amplifier", International Review on Modeling and Simulation (IREMOS) [SCOPUS], Praise Worthy Prize (Publishing House), Vol. 3, No. 6, pp. 1241-1248, Dec. 2010.

30. P Moallem, A. Monadjemi, "An Efficient MLP Learning Algorithm using Parallel Tangent Gradient and Improved Adaptive Learning Rates", Connection Science [ISI], Taylor and Francis, Vol. 22, Issue 4, pp. 373-392, Dec. 2010.

31. P. Moalem, S.A. Ayoughi, A Complementary Method for Preventing of Hidden Neurons Saturation in Feed Forward Neural Networks Training", Iranian Journal of Electrical and Computer Engineering (IJECE) [SCOPUS], Vol. 9, No. 2, pp. 127-133, 2010.

32. P. Moallem, A. Ayoughi, Removing Potential Flat-Spots on Error Surface of MLP Neural Networks, International Journal of Computer Mathematics (IJCM) [ISI], Taylor and Francis, Vol. 88, No. 1, pp. 21-36, 2011.

33. P Moallem, B.S. Mousavi, A. Monadjemi, A Novel Fuzzy Rule Base System for Pose Independent Faces Detection, Applied Soft Computing (ASOC) [ISI], Elsevier, Vol. 11, Issue 2, pp. 1801-1810, 2011.

34. P. Moallem, A. Zargari, A. Kiyoumarsi, "Improvement of Computation of ΔV10 Flicker Severity Index Using Intelligent Methods with Practical Implementation", Journal of Power Electronics (JPE) [ISI], Vol. 11, No. 2, pp. 228-236, March 2011.

35.   P. Moallem, A. Zargari, A. Kiyoumarsi, "A Practical Framework for Applying Effects of Various Lamps on IEC Flickermeter and Evaluating Results in a Welding System", Accepted for publication in Journal of the Chinese Institute of Engineers (JCIE) [ISI], 2011.

 

Conference Papers

1. A. Adibi, A. Mousavinia, P. Moallem, "Fast Neural Network Learning Using A Variable Learning Parameter Value", 3rd Iranian Conference on Electrical Engineering (ICEE95), Proceeding of Computer, pp 69-76, Iran University of Science and Technology (IUST), Tehran, Iran, May 1995.

2. P. Moallem, K. Faez, "Accelerating parallel tangent learning for neural networks through dynamic self-adaptation", Proceedings of IEEE Region 10 Annual Conference. Speech and Image Technologies for Computing and Telecommunications (TENCON97) (Indexed by IEEE Xplorer), Vol 1, pp. 375-378, Australia, December 1997.

3. P. Moallem, K. Faez, "Search space reduction in the edge based stereo matching by context of disparity gradient limit", Proceeding of 2nd IEEE R8-EURASIP Symposium on Image and Signal Processing and Analysis (ISPA01) (Indexed by IEEE Xplorer), pp. 164-169, Pula, Croatia, June 2001.

4. P. Moallem, K. Faez, "Search Space Reduction in the Edge Based Stereo Correspondence", Proceeding of 6th International Fall Workshop on Vision, Modeling, and Visualization 2001 (VMV2001), pp. 423-429, Stuttgart, Germany, November 2001.

5. P. Moallem, K. Faez, J. Haddadnia, "Reduction of the Search Space Region in the Edge based Stereo Correspondence", Proceeding of IEEE International Conference on Image Processing 2001 (ICIP2001) (Indexed by IEEE Xplorer), pp. 149-152, Thessaloniki, Greece, October 2001.

6. J. Haddadnia, K. Faez, P. Moallem, "Neural Network Based Face Recognition with Moment Invariants", Proceeding of IEEE International Conference on Image Processing 2001 (ICIP2001) (Indexed by IEEE Xplorer), pp. 1018-1021, Thessaloniki, Greece, October 2001.

7. P. Moallem, K. Faez, "Fast Edge-Based Stereo Matching Algorithm based on Search Space Reduction", 12th IEEE Workshop on Neural Network for Signal Processing (NNSP2002) (Indexed by IEEE Xplorer), pp. 587-596, Switzerland, September 2002.

8. P. Moallem, K. Faez, "Fast Edge-Based Stereo Matching Algorithm based on Search Space Reduction using Geometric Constraints and Multiresolution Technique", 5th International Conference on Human and Computer (HC2002) , University of Tokyo and Aizu, Japan , September, 2002.

9. P. Moallem, K. Faez, "Fast Edge-Based Stereo Matching and Geometric Parameters", 6th International Conference on Pattern Recognition and Image Analysis: New Information Technologies (PRIA-6-2002), pp. 196-200, Velikiy Novgorod, Russian Federation, October, 2002.

10. M. Ataei, B. Mirzaeian, P. Moallem, "A Model Based Method for Estimating the Lyapunov Exponents of Chaotic Time Series with Application the Bremen Climatic Dynamics", Proceeding of the Second Conference on Chaos and Nonlinear Dynamic Systems, Aerospace Research Institute, Tehran, 17-18 January 2006.

11. P. Moallem, M. Ashourian, B. Mirzaeian, M. Ataei, "Accurately Tuned Search Space in a Feature Based Stereo Matching", 5th WSEAS International Conference on Artificial Intelligence, Knowledge Engineering and Data Bases (AIKED 2006), pp. 243-247, Madrid, Spain, 15-17 February 2006.

12. P. Moallem, A. Monadjemi, B. Mirzaeian, M. Ashourian, "A Novel Fast Backpropagation Learning Algorithm Using Parallel Tangent and Heuristic Line Search ", 10th WSEAS International on Computers (CSCC 2006) , pp625-630, Vouliagmeni, Athens, Greece, July 13-15, 2006.

13. A. Monadjemi , P. Moallem, "Texture Classification Using A Novel Walsh/Hadamard Transform", 10th WSEAS International Conference on Computers (CSCC 2006), pp1002-1007, Vouliagmeni, Athens, Greece, July 13-15, 2006.

14. B. Mirzaeian, R. Zafarani, P. Moallem, "Predicting the Preformance of Switched Reluctance Motor Using Decision Tree Learning Algorithms", XVII International Conference on Electrical Machines (ICEM), Chania, Crete Island, Greece, Sep. 2 - 5, 2006.

15. M. Ashourian, P. Moallem, F. Aghabozorgi, "Information Technology for Employment Creation and Poverty Alleviation", The First International Conference on Islamic World, Information Technology and Information Society (IC3I 2006), pp. 19-26, University of Isfahan, Isfahan, Iran, Dec. 2006.

16. M. Ashourian, P. Moallem, F. Aghabozorgi, "Constraints against the Adoption and Use of Free and Open Source Software in Islamic Countries", The First International Conference on Islamic World, Information Technology and Information Society (IC3I 2006), pp. 89-94, University of Isfahan, Isfahan, Iran, Dec. 2006.

17. B. Mirzaeian, P. Moallem, "Genetic Algorithm based Optimal Design of a Switching Circuit Parameters for Switched Reluctance Motor Drive", IEEE International Conference on Power Electronics Drives and Energy System (PEDES2006) (Indexed by IEEE Xplorer), Delhi, India, 2006.

18. P. Moallem, A. Kiyoumarsi, "PTGVLR: Fast MLP Learning using Parallel Tangent Gradient with Variable Learning Rates", IEEE International Conference on Control, Automation and Systems (ICCAS 2007) (Indexed by IEEE Xplorer), Seoul, Korea, 2007.

19.  M. Parizangeneh, M. Ataei, P. Moallem, Embedding dimension estimation of high dimensional chaotic time series using distributed time delay neural network, 8th conference on Systems theory and scientific computation, Greece, pp. 284-290, 2008.

20.   P. Moallem, A. Ayoughi, "Unsaturated MLP Neural Networks Training Algorithm using a Piecewise Error Function and Adaptive Learning Rates", 4th IEEE International Symposium on Telecommunication (IST2008) (Indexed by IEEE Xplorer), Tehran, Iran, 2008.

21.  S. Mousavi, P. Moallem, M.K. Tehrani, "Detecting Faces in Colour Images Using Fuzzy Rule Based Classifier", 2nd Joint Conference on Fuzzy and Intelligent Systems (ISFS2008), Tehran, Iran, 2008.

22.  S. Mousavi, P. Moallem, M. Kavosh Tehrani, "A Novel Fuzzy Rule Based Algorithm to Detect Faces with Various Pose", 17th Iranian Conference on Electrical Engineering (ICEE2009), Iran University of Science and Technology, Tehran, Iran, 12-14 May, 2009.

23.  S. Mousavi, P. Moallem, M. Kavosh Tehrani, "A Novel Fuzzy Rule Based Algorithm to Detect Faces", First National Conference on Optics and Laser Engineering (NCOLE2009), Malekashtar University of Technology, Isfahan, Iran, 20-21 May, 2009.

24. S. Fazli, H. Mohamadi, P. Moallem, "A Robust Obstacle Detection Method in Highly Textured Environments Using Stereo Vision", Second International Conference on Machine Vision, Dubai, pp. 97-100, 2009.

25.   M. Ehsanpour, P. Moallem, A. Vafaei, "Design of a Novel Reversible Multiplier Circuit Using Modified Full Adder", 2010 International Conference on Computer Design and Applications (ICCDA) (Indexed by IEEE Xplorer), China, June 25-27, 2010.

26.   H. Mohammadi, S. Shirazi, P. Moallem, "A Nover Obstacle Detection Method using Stereo Vision and Two-stage Dynamic Programming", 18th Iranian Conference on Electrical Engineering (ICEE2010) (Indexed by IEEE Xplorer), Isfahan University of Technology, Isfahan, Iran, May 2010.

27.   A. Zargari, P. Moallem, A. Kiyoumarsi, "Studying and Improvement of Operation of IEC Flickermeter", 18th Iranian Conference on Electrical Engineering (ICEE2010) (Indexed by IEEE Xplorer), Isfahan University of Technology, Isfahan, Iran, May 2010.

28.   S. Mousavi, P. Moallem, "Optimized Fuzzy System using Genetic Algorithm to Detect Faces in Color Images", 18th Iranian Conference on Electrical Engineering (ICEE2010) (Indexed by IEEE Xplorer), Isfahan University of Technology, Isfahan, Iran, May 2010.

29. Ehsanpour, P. Moallem, A. Vafaei, "Design of a Novel Reversible Multiplier Circuit Using Modified Full Adder", 2010 International Conference on Computer Design and Applications (ICCDA) (Indexed by IEEE Xplorer), Qinhuangdao, Hebei, China, Vol. 3, 230-234, June 25-27, 2010.

30. Sharifi Tehrani, M. Ashourian, P. Moallem, "FPGA Implementation of a Channel Noise Canceller for Image Transmission", 6th Iranian Conference on Machine Vision and Image Processing (MVIP2010) (Indexed by IEEE Xplorer), University of Isfahan, Isfahan, Iran, October 27-28, 2010.

31. E. Delshad, P. Moallem, S.A. Monadjemi, "Spiking Neural Network Learning Algorithms using Learning Rates Adaptation of Gradient and Momentum Steps", 5th International Symposium on Telecommunication (IST2010) (Indexed by IEEE Xplorer), Tehran, Iran, 2010.

32. M. Ghanea, P. Moallem, M. Momeni, "Automatic Extraction of Buildings in Urban Areas from Very High Resolution Satellite Images", Geomatics Technology in the City, Jeddah, Saudi Arabia, May 2011.

33.   S. M. Mostafavi, J. Haddadnia, P. Moalem, "Face Hallucination by the Aid of Weighted Image Pairs Patches", 5th Symposium in Advances in Science and Technology, Mashhad, Iran, May 2011.

34.   M. Ghanea, P. Moallem, M. Momeni, "Automatic extraction of buildings in a dense urban area from very high resolution satellite images", 5th Symposium in Advances in Science and Technology, Mashhad, Iran, May 2011.

35.   M. Ghanea, P. Moallem, M. Momeni, "An Automatic Region-based Segmentation Algorithm for Building Extraction from High Resolution Satellite Images", International Conference on Sensors and Models in Photogrammetry and  Remote Sensing, Tehran, Iran, May 2011.

 

Book Chapter

1. M. Ashourian, P. Moallem, Y. Ho, "A Robust Method for Data Hiding in Color Images", Lecture Notes on Computer Science, Lecture Note on Computer Science, LNCS 3768, Springer-Verlag Berlin Heidelberg, pp. 258-269, 2005.

2. A. Kiyoumarsi, P. Moallem, M. Hassanzadeh, "Application of the Finite Element Method in Design and Analysis of Permanent-Magnet Motors", Finite Elements, Theory and Applications, WSEAS Press, 2007.

3. H. Sadegi, P. Moallem, S.A. Monadjemi, "Feature based color stereo matching algorithm using restricted search", Lecture Note on Electrical Engineering, Vol. 27, (Eds.) N. Mastorakis, V. Mladenov, Kontargyri, T. Vassiliki, Springer Verlag, ISBN:978-0-387-84813-6, 2009.

Updated : June 2011

 

 

 

 

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