Kharazmi University
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Scientific Position:

Associate Professor

Computer Engineering Dept.
Address:
Tarbiat Moallem University,
Karaj, Tehran, Iran.
Phone:

(+98261) 4579600 Ex: 2713

98 21 4550002
Email:
jamshid@saba.tmu.ac.ir  or shanbehzadeh@gmail.com
Personal Webpage:
Education
Ph.D.:

1996                   Wollongong University                     Wollongong   Australia           

PhD in electrical and computer engineering
M.Sc.:

1986                              Teheran University   

Teheran-Iran                  

M. Sc. In electrical engineering                              

Responsibilities

Editorial Board or Referee

Journal of Science, Teacher Training University

conference of computer society of Iran

Intl. Conf. on Electrical Engineering ICEE, Iran

Conference on Intelligent Systems, Iran

Signal Processing: Image Communication

International Conference on Web Information Systems and Technologies (WEBIST 3rd Conference 3-6 March 2007 Barcelona)

International Conference on Web Information Systems and Technologies (WEBIST 4th Conference 4 - 7 May, 2008 Funchal, Madeira - Portugal)

3d INTERNATIONAL CONFERENCE ON INFORMATION & COMMUNICATION TECHNOLOGIES: FROM THEORY TO APPLICATIONS April 7 - 11, 2008, Umayyad Palace, Damascus, Syria

5th International Conference Machine Vision Tabriz University, Tabriz, I. R. Iran 2008

Awards

Ph. D. Scholarship (1992-1996)

Best University Teaching Award (2008)

PROGRAM COMMITTEE

National Conference Young Researchers Club on Engineering, Iran 2005

WEBIST 3rd Conference 3-6 March 2007 Barcelona Spain

WEBIST 4th Conference 4 - 7 May, 2008 Funchal, Madeira -Portugal

WEBIST 5th Conference

3d INTERNATIONAL CONFERENCE ON INFORMATION & COMMUNICATION TECHNOLOGIES: FROM THEORY TO APPLICATIONS April 7 - 11, 2008, Umayyad Palace, Damascus, Syria

5th International Conference Machine Vision Tabriz University, Tabriz, I. R. Iran 2008

Research Interests

Computer Vision,

Image Retrieval,

Image Processing,

Image Coding,

Computer Architecture

e-learning and e-University

e-content development

Courses

Teaching undergraduate courses 

  •  1. C programming Language                                                                                                                  
  • 2. Logical Circuits and Design                                                                         
  • 3. Computer Organization and Design                                                                                                                   
  • 4. Electrical and Electronic Circuits                                                                                                        
  • 5. Signals and Systems                                                                                                                           
  • 6. Digital Integrated Circuits

Teaching post graduate courses                                                                       

  • 1. Image processing                                                                   
  • 2. Image coding                                     
  • 3. Computer vision
Selected Publications

A. Journal Papers

 

  1. Abdolhossein Sarrafzadeh, Samuel T.V. Alexander,  Jamshid Shanbehzadeh, “Affective Tutoring System for Better Learning”, International Journal of Mobile and Blended Learning (IJMBL), Volume 1, Issue 1, January-March 2009
  2. A. Broumandniaa,J. Shanbehzadehb,M. Rezakhah Varnoosfaderanic,"Persian/arabic handwritten word recognition using M-band packet wavelet transform,"Image and Vision Computing Volume 26, Issue 6, 2 June 2008, Pages 829-842
  3. A. Broumandnia, J. Shanbehzadeh, “Fast Zernike Wavelet Moment for Farsi Character Recognition,” Elsevier, Image and Vision Computing, v.25 n.5, p.717-726, May 2007
  4. F. Mahmoudi, J. Shanbehzadeh, A.M. Eftekhari-Moghadam and H. Soltanian-Zadeh, "Non-segmentation Shape-Based Image Retrieval Using - Direction Histogram of Similar Edges ",Journal of Science, Tarbiat Moalem University, Vol. 3, No. 3, pp. 251-270, Spring 2005.
  5. A.M. Eftekhari-Moghadam, J. Shanbehzadeh, F. Mahmoudi and H. Soltanian-Zadeh, "Image Retrieval Based on Index Compressed Vector Quantization", Pattern Recognition, 36 (11) (2003), pp. 2635-2647, Nov 2003.
  6. F. Mahmoudi, J. Shanbehzadeh, A.M. Eftekhari-Moghadam and H. Soltanian-Zadeh, "Retrieval By Shape Similarity With Edge Orientation Autocorrelogram", Pattern Recognition, 36 (8) (2003), pp. 1725-1736, Aug 2003.
  7. A.M. Eftekhari-Moghadam, J. Shanbehzadeh, F. Mahmoudi and H. Soltanian-Zadeh, "The Effect of Correlation in IC-VQ Based Image Indexing", Intl. Journal of Engineering Science, Iran University of Science and Technology, Vol. 13, No. 4, pp. 73-88, Winter 2003, (In Farsi).
  8. Mahmoudi, J. Shanbehzadeh, A.M. Eftekhari-Moghadam and H. Soltanian-Zadeh, "A shape Based Image Retrieval Scheme Using Edges Correlation", Amirkabir Journal, Amirkabir University, Tehran, Iran, Vol. 13, No. 52, pp. 688-703, Fall 2002, (In Farsi).
  9. A.M. Eftekhari-Moghadam, J. Shanbehzadeh, F. Mahmoudi and H. Soltanian-Zadeh, "Image Retrieval and Indexing Based on the Genealogical Relation of TSVQ Indices", Amirkabir Journal, Amirkabir University, Tehran, Iran, Vol. 13, No. 52, pp. 640-655, Fall 2002, (In Farsi).
  10. A.M. Eftekhari-Moghadam, J. Shanbehzadeh, F. Mahmoudi and H. Soltanian-Zadeh, "IC-VQ Based Compressed Domain Image Indexing Using Contiguous Regions histogram" Journal of Faculty of Engineering, University of Tabriz, (Electrical Engineering), Vol. 28, No. 1, pp. 11-18, Spring and Summer 2002.
  11. Shanbehzadeh, F.Frouzbakhsh, “The application of VQ Indices Similarity in Image Compression,” Journal of Science, Teacher Training University, Vol. 1, No. 3&4, pp. 53-69 , Fall and Winter 2002.
  12. Shanbehzadeh, J.; Ogunbona, P. O.,”Index compressed tree-structured vector quantization” Signal Processing: Image Communication 14, pp. 229-243, 1999.
  13. Shanbehzadeh, J.; Ogunbona, P. O.,”On the Comparative Study of Codebook Generation Time of LBG and PNN algorithms,” IEEE Trans. On Image Processing, pp. 614-616, April 1997
  14. J. Shanbehzadeh, P.O. Ogunbona, “Index Compressed Vector Quantization Based on Index Mapping,” IEE Proc. Visual Image Signal Process., Vol. 144, No. 1, Feb. 1997
  15. J. Shanbehzadeh, P.O. Ogunbona, “Index Compressed Image Adaptive VQ,” Signal Processing: Image Communication 8, pp. 421-432, 1996 B.
Conference Papers  
  1. Aghajari G, Shanbehzadeh J, Sarrafzadeh A. A Text Localization Algorithm in Color Image via New Projection Profile. Proceedings of the International MultiConference of Engineers and Computer Scientists. 2010;2.
  2. Asadifard M, SHANBEHZADEH J. Automatic adaptive center of pupil detection using face detection and cdf analysis. PROCEEDINGS INTERNATIONAL MULTICONFERENCE OF ENGINEERING AND COMPUTER SCIENTISTS. 2010.
  3. Broumandnia A, Shanbehzadeh J. Rezakhah Varnoosfaderani (2008). Persian/arabic handwritten word recognition using M-band packet wavelet transform. Image and Vision Comput.26(6):829-42.
  4. Gholizadeh M, Pedram M, Shanbehzadeh J. Fuzzy Sequence Mining for Similar Mental Concepts. Proceedings of the International MultiConference of Engineers and Computer Scientists. 2011;1.
  5. Dashti Z, Pedram MM, Shanbehzadeh J. A multi-criteria decision making based method for ranking sequential patterns. Proceedings of the International MultiConference of Enginners and Computer Scientists. 2010;1.
  6. Ghasemi E, Shanbehzadeh J, ZahirAzami B, editors. A steganographic method based on Integer Wavelet Transform and Genetic Algorithm2011: IEEE.
  7. Mehrani M, Shanbehzadeh J, Sarrafzadeh A, Mirabedini SJ, Manford C, editors. FEED: Fault tolerant, energy efficient, distributed Clustering for WSN2010: IEEE.
  8.  Shanbehzadeh J, Mehrani M, Sarrafzadeh A, Razaghi Z. An Energy Efficient Coverage Method for Clustered Wireless Sensor Networks. Global Journal of Computer Science and Technology. 2011;11(1).
  9. Oskouei BC, Shanbehzadeh J, editors. Chromosome Classification Based on Wavelet Neural Network2010: IEEE.
  10. Amini M, Shanbehzadeh J, editors. An experimental machine vision system for quality control of industrial colour printer2009: IEEE.
  11. NOROUZIFARD M, SOLEYMANI A, SHANBEHZADEH J. A NEW SYSTEM FOR MEASURING AUTO-FLUORESCENCE CHANGES IN NEOVASCULAR-AMD AFTER INTRAVITREAL INJECTION OF BAVECIZUMAB. JOURNAL OF ELECTRICAL ENGINEERING DEPARTMENT, TRANSACTION ON ELECTRICAL TECHNOLOGY (ELECTRONICS AND POWER). 2010.
  12. Sarrafzadeh A, Shanbehzadeh J, Dadgostar F, Fan C, Alexander S, editors. Assisting the autistic with real-time facial expression recognition2009: IEEE.
  13. Gholizadeh M, Pedram M, Shanbehzadeh J. Sequence Mining for Similar Mental Concepts. Proceedings of the International MultiConference of Engineers and Computer Scientists. 2010;1.
  14. Norouzifard M, Soleymani A, Shanbehzadeh J, editors. A new method for measuring Auto-Fluorescence changes in neovascular-AMD after intravitreal injection of Bavecizumab2009: IEEE.
  15. Moayeri H, Shanbehzadeh J, editors. Segmentation of remote sensing images for building detection2009.
  16. Ghasemi E, Shanbehzadeh J, editors. An imperceptible steganographic method based on Genetic Algorithm2010: IEEE.
  17. Hasannejad M, Mehrani M, Shanbehzadeh J, Sarrafzadeh A, Bidokh E, Manford C. 2010 Sixth Advanced International Conference on Telecommunications. 2010.
  18. Hasannejad M, Mehrani M, Shanbehzadeh J, Sarrafzadeh A, Bidokh E, editors. A New Method in Coverage for Wireless Sensor Networks2010: IEEE.
  19. Sarrafzadeh A, Alexander STV, Shanbehzadeh J. Affective Tutoring System for Better Learning. Combining E-Learning and M-Learning New Applications of Blended Educational Resources. 2009:134-50.
  20. Shanbehzadeh J, Mehrjoo S, Sarrafzadeh A. An Intelligent Energy Efficient Clustering in Wireless Sensor Networks. Proceedings of the International MultiConference of Engineers and Computer Scientists. 2011;1.
  21. Fassihi N, Shanbehzadeh J, Sarafzadeh A, Ghasemi E. Melanoma Diagnosis by the Use of Wavelet Analysis based on Morphological Operators. Proceedings of the International MultiConference of Engineers and Computer Scientists. 2011;1.
  22. Mehrjoo S, Shanbehzadeh J, Pedram MM, editors. A novel intelligent energy-efficient delay-aware routing in WSN, based on compressive sensing2010: IEEE.
  23. Nematipour S, Shanbehzadeh J, Moghadam RA. Relevance Feedback Optimization in Content Based Image Retrieval Via Enhanced Radial Basis Function Network. Proceedings of the International MultiConference of Engineers and Computer Scientists. 2011;1.
  24. Sarrafzadeh A, Shanbehzadeh J, Overmyer S. E-Learning with Affective Tutoring Systems. 2011.
  25. Abdolhossein Sarrafzadeh , Jamshid Shanbehzadeh, Farhad Dadgostar,"Assisting the Autistic with Real-time Facial Expression Recognition",  Innovations'09 IEEE, Dubai, December 15-17 2009
  26. Mohammad Amini, Jamshid Shanbehzadeh, "An experimental machine vision system for quality control of industrial colour printer", Second International Conference on Machine Vision, IEEE, pp 225-228, IACSIT DUBAI 2009
  27. M. Nourozifard, A. Salehi, J. Shanbehzadeh, " A new system for measuring Auto-Flou of AMD patients", 16th Medical Engineerng Conference, Teheran, Imam Khomeini Hospital, Iran, 2010
  28. Narges Marashi, Jamshid Shanbezadeh, “Comparison of Local and Global Thresholding for Binarization of Cheque Images,” Advances in Pattern Recognition Series ISSN 1617-7916, ISBN-13: 978-1-84628-944-6, Springer-verlag London Limited 2007, pp 171-176, UK, 2007
  29. Maryam Rastegarpour, Jamshid Shanbezadeh, “Off-Line Hand-written Farsi/Arabic Word Segmentation into Subword under Overlapped or Connected Conditions,” Advances in Pattern Recognition Series ISSN 1617-7916 ISBN-13: 978-1-84628-944-6, Springer-verlag London Limited 2007, pp 186-194, UK, 2007
  30. Ali Broumandnia, Jamshid Shanbehzadeh, M. Nourani: Segmentation of Printed Farsi/Arabic Words. AICCSA 2007: 761-766
  31. J Shanbehzadeh, A Broumandnia & M Nourani, "Handwritten Farsi/Arabic word recognition using M-Band wavelet packet transform, The forth edition of the International Conference: Sciences of Electronic, Technologies of Information and Telecommunications (SETIT 2007), 25th to 29th March in Hammamet,
  32. Ali Broumandnia, Jamshid Shanbehzadeh, M. Nourani: Handwritten Farsi/Arabic Word Recognition. AICCSA 2007: 767-771
  33. Sarrafzadeh, A., Shanbehzadeh, J., Messom, C., Hosseini, H. G., Johnson, M., Taking Affect into Account: Advances in Affect Sensitive E-Learning, E-Learn 07, Quebec City, Canada, October 15-19, 2007.
  34. J. Shanbehzadeh, H. Pezashki, A. Sarrafzadeh Features, "Extraction from Farsi Hand Written Letters," 5-7 December 2007 - IVCNZ'07 Conference, NewZeland
  35. J. Shanbehzadeh, M. Gholami, A. Sarrafzadeh, "Compressed Domain Image Retrieval Based on Modified CVQ," 5-7 December 2007 - IVCNZ'07 Conference, NewZeland
  36. C. Messom, A. Sarrafzadeh, A. Gerdelan, M. Johnson, J. Shanbehzadeh, " Operating System Virtualization to support E-Learning with Affective Tutoring System," Innovation'07, 4th International Conference on Innovation in Information Technology, pp. 51-57, Dubai, November 18-20, 2007-12-30
  37. A. Sarrafzadeh,J. Shanbehzadeh, M. Johnson, "Innovative Technologies for the Craetive Industries: Advanced Human-Machine Interface for Dynamic Performance Effects," Innovation'07, 4th International Conference on Innovation in Information Technology, pp. 119-125, Dubai, November 18-20, 2007-12-30
  38. A. Lakdashti, A.M. Moghadam, S. Kasaei, and J. Shanbehzadeh. An Integrated Color and Texture Descriptor based on Complex Wavelet Transform for Image Retrieval Systems. In The 2nd IEEE GCC Conference, GCC, Pages 332-335, Manama, Kingdom of Bahrain, Nov. 2004.
  39. علي برومند نـياو جمشـد شنبه زاده "قطعه بندي مستندات چاپي �?ارسي" چهارمـن كن�?رانس ماشين بينايي و پردازش تصاوير ايران- 25-26 بهمن ماه سال 1385
  40. محمد صادق نوروز زاده- سيد و�?ابارخدا-وجمشيد شنبه زاده-" كاربرد آزمون تطابق كامپيوتري در يادگيري الكترونيكي" – دومين كن�?رانس يادگيري الكترونيكي- زاهدان25-23 آبانماه 1386
  41. J. Shanbehzadeh, A. Broumandnia “Wavelet Neural Network for Farsi Character Recognition”, 4th International conference on wavelet analysis and its applications, Paper 104, December 2005, Macau
  42. Ali Broumandnia, Jamshid Shanbehzadeh, “Farsi word segmentation based on new wavelet function” 10th conference of computer society of Iran, pp. 142-149, 18th -20th Feb 2005,
  43. A. harounabadi, J. Shanbehzadeh,” Image retrieval based on CVQ and Similarity”, 6th conference CIS, pp 1-4, CIS 2004, Shadid Bahonar University, Kerman Iran, 25th-26th of Nov 2004
  44. S. H. Ghafouri, J. Shanbehzadeh, H. Soltanian Zadeh, “TSVQ indices’ compression and its application in Internet", Proc. of 11'th Intl. Conf. on Electrical Engineering ICEE 2002, Vol. 1, pp. 381-387, Tabriz, Iran, May 2003
  45. M. Sarshar, J. Shanbehzadeh, “Image retrieval based on texture and color in compressed domain BTC-VQ", Proc. of 11'th Intl. Conf. on Electrical Engineering ICEE 2002, Vol. 1, pp. 396-403, Tabriz, Iran, May 2003.
  46. F. Mahmoudi, J. Shanbehzadeh, A.M. Eftekhari-Moghadam and H. Soltanian-Zadeh, "A New Non-Segmentation Shape-Based Image Indexing Method", Proc. of IEEE ICASSP 2003, pp. III-17 - III-20, Hong Kong, April 2003.
  47. A.M. Eftekhari-Moghadam, J. Shanbehzadeh, F. Mahmoudi and H. Soltanian-Zadeh, "A New Image Retrieval Scheme Based On The IC-VQ Compressed Images", International Arab Conference on Information Technology ACIT'2002, pp. 122-129, Doha, Qatar, Dec. 2002.
  48. F. Mahmoudi, J. Shanbehzadeh, A.M. Eftekhari-Moghadam and H. Soltanian-Zadeh, "Image Retrieval using Direction Histogram of Similar Edges ",Proc. of 10'th Intl. Conf. on Electrical Engineering ICEE 2002, Vol. 1, pp. 408-415, Tabriz, Iran, May 2002.
  49. A.M. Eftekhari-Moghadam, J. Shanbehzadeh, F. Mahmoudi and H. Soltanian-Zadeh, "Compressed Image Indexing with using IC-VQ Region continues Histogram", Proc. of 10'th Intl. Conf. on Electrical Engineering ICEE 2002, Vol. 1, pp. 416-423, Tabriz, Iran, May 2002.
  50. F. Mahmoudi, J. Shanbehzadeh, A.M. Eftekhari-Moghadam and H. Soltanian-Zadeh, "Content-Based Image Retrieval Using correlation of Edges", Proc. of 7'th Intl. Conf. of Computer Society of Iran, pp. 40-47, Tehran, Iran, March 2002.
  51. A.M. Eftekhari-Moghadam, J. Shanbehzadeh, F. Mahmoudi and H. Soltanian-Zadeh, "Compressed Domain Image Retrieval", Proc. of 7'th Intl. Conf. of Computer Society of Iran, pp. 48-55, Tehran, Iran, March 2002.
  52. F. Mahmoudi, J. Shanbehzadeh and A.M. Eftekhari-Moghadam, "A Shape Based Image Retrieval Scheme", Proc. of 5'th Intl. Conf. of Computer Society of Iran, pp. 11-16, Tehran, Iran, March 2000.
  53. J. Shanbehzadeh, F. Mahmoudi, A. Sarafzadeh, A.M. Eftekhari-Moghadam and Z. Asarzadeh, "Image Indexing Using Edge Orientation Correlogram", Proc. of SPIE: Internet Imaging, Vol. 3964, pp. 102-108, San Jose, USA, Jan. 2000.
  54. J. Shanbehzadeh, A.M. Eftekhari-Moghadam, A. Sarafzadeh and F. Mahmoudi, "Image Indexing Based on the Genealogical Relation of TSVQ Indices", Proc. of SPIE: Internet Imaging, Vol. 3964, pp. 155-159, San Jose, USA, Jan. 2000.
  55. J. Shanbehzadeh, A.M. Eftekhari-Moghadam and F. Mahmoudi, "Image Indexing And Retrieval Techniques: Past, Present and Next", Proc. of SPIE: Storage and Retrieval for Media Databases 2000, Vol. 3972, pp. 461-470, San Jose, USA, Jan. 2000.
  56. J. Shanbehzadeh, F. Mahmoudi, A. Sarafzadeh and A.M. Eftekhari-Moghadam, "Image Retrieval Based on the Directional Edge Similarity", Proc. of SPIE: Multimedia Storage and Archiving Systems IV, Vol. 3846, pp. 267-271, Boston, USA, Sep. 1999.
  57. J. Shanbehzadeh, A. M. Eftekhar Moghadam, A. Sarafzadeh, F. Mahmoudi,, “Iimage Indexing Based on the Genealogical Relation of TSVQ Indices,” Internet Imaging , Proc. Of SPIE, paper no. 3964-18, San Jose USA, Jan 2000.
  58. J. Shanbehzadeh, A. M. Eftekhar Moghadam, F. Mahmoudi, “ Image Indexing and Retrieval Techniques: Past, Present and Next,” Internet Imaging, Proc. Of SPIE, paper no. 3972-49, San Jose USA, Jan 2000.
  59. J. Shanbehzadeh, F. Mahmoudi , A. Sarafzadeh, A. M. Eftekhar Moghadam, “Image Indexing Using Edge Orientation Correlogram,” Internet Imaging, Proc. Of SPIE, paper no. 3964-11, San Jose USA, Jan. 2000,
  60. F. Mahmoudi , J. Shanbehzadeh, A. M. Eftekhar Moghadam, “ A new content based image retrieval scheme,” 5th International Conference of Iranian Computer Society, Beheshti University, Teheran Iran, March 2000
  61. J. Shanbehzadeh, P.O. Ogunbona, A. Sarafzadeh, “Image Compression Based on Genealogical Relation of TSVQ Indices,” Proc. Of SPIE, Boston MA USA, Paper no. 3527-45, March 1998.
  62. J. Shanbehzadeh, F. Mahmoudi , A. Sarafzadeh, A. M. Eftekhar Moghadam, “Image Retrieval Based On the Directional Edge Similarity,” Proc. Of SPIE, Boston, MA USA, paper no. 3846-28, Sep. 1999.
  63. J. Shanbehzadeh, P.O. Ogunbona, A. Sarafzadeh, “ Index Compressed Residual Adaptive VQ,” Proc. Of SPIE, Orlando Florida USA , May 1998.
  64. J. Shanbehzadeh, P.O. Ogunbona, “ A Comparative Study of Image Adaptive VQ Schemes,” The Proceedings of the 6th International Conference on Signal Processing & Technology, Vol. 1, Boston Ma, USA, pp. 945-948, Oct. 1995.
  65. J. Shanbehzadeh, P.O. Ogunbona, “ New feature based image adaptive VQ coder,” International Conference on Coding and Signal Processing for Information Storage, SPIE’s Photonic East Symposium, Philadelphia, PA, paper no. 2605-19, 22-26 Oct. 1995.
  66. J. Shanbehzadeh, P.O. Ogunbona, “ Image adaptive VQ based on Visual perception,” Proceedings Digital Image Computing Techniques and Applications, Brisbane, Australia, pp. 127-132, Dec. 1995.
  67. J. Shanbehzadeh, P.O. Ogunbona, “ Probability Constrained VQ for low bit rate image coding,” Proceedings Digital Image Computing Techniques and Applications, Brisbane, Australia, pp. 121-126, Dec. 1995.
  68. J. Shanbehzadeh, P.O. Ogunbona, “ Index Factorised Image Adaptive VQ,” International Symposium on Information Theory & its Applications, Sydney Australia, Vol. 1. pp. 187-190, Nov. 1994
Short Courses offered Two days short course on image database intelligent retrieval , 5th International Conference of Iranian Computer Society, Beheshti University, Teheran Iran, March 2000


soheili@tmu.ac.ir    Tel: (+98261) 4575011-13    Fax:  (+98261) 4575012