Faculty Members Faculty Members

Jamshid Shanbe Zadeh

Teacher description

 

 

 

                                Curriculum Vitae

 

 

 

Personal Data

E-mail:

 

Address:
Tel:
Fax:

shanbehzadeh@gmail.com
jamshid@khu.ac.ir

Kharazmi University, 43 South Mofatteh Ave.
Tehran, I. R. Iran, Postal Code: 15719-14911
(+98)2188830891
(+98)2188830891

 

Education

 

  • BSc and MSc in Electrical Engineering: 1986, Tehran University, Tehran, Iran.
  • PhD in Electrical and Computer Engineering: 1996, University of Wollongong, Australia.

 

 

Employment

 

 

 

Associate Professor at Kharazmi University, Tehran, I. R. Iran: March 1996- till now

 

 

Research Interests

(1)  {C}{C}Image Processing

(2)  {C}{C}Machine vision

(3)  {C}{C}Document Image Analysis

(4)  {C}{C}Image Compression

(5)  {C}{C}eLearning

 

Teaching Experiences

 

  1. Programming Language    
  2. Logical Circuit and Design   
  3. Computer System Architecture  
  4. Signals and Systems  
  5. Engineering Circuit Analysis  
  6. Formal Languages and Automata
  7. Technical and Scientific Presentation
  8. Image processing http://eng.khu.ac.ir/-handouts-and-book-centered-education.
  9. Machine Vision http://eng.khu.ac.ir/-handouts-and-book-centered-education.
  10. Seminar   http://eng.khu.ac.ir/-seminar-and-end-a-display

 

Referee

 

 

  • Editorial Board, Referee, Chairman (Journals, Conferences)

 

    • Journal of Science, Teacher Training University
    • Conference of Computer Society of Iran
    • Conference on Electrical Engineering ICEE, Iran
    • Conference on Intelligent System, Iran
    • Signal Processing: Image Communication
    • International Conference on Web Information System and Technologies (WEBIST)
    • International Conference on Information and Community Technologies: From Theory to Applications April 7-11, 2008, Umayyad Palace, Damascus, Syria
    • International Conference Machine Vision Tabriz University, Tabriz, Iran 2008
    • The International Multi-Conference of Engineers and Computer Scientists
    • Iranian Journal of Electrical and Computer Engineering (IJECE)
    • Journal of Mazandaran University of Medical Sciences
    • The 9th International Conference on eLearning Kharazmi University Tehran I. R. Iran

 

·         {C}{C}Referee for examine Ph.D. Dissertation and Proposal

 

1.       {C}{C}Baisa L. Gunjal, “ Image Watermarking “  university of Pune , Maharashtra, India 2016

2.       {C}{C}Azadeh Mansouri, ”compressed domain video watermarking with quality preserving” Shahid Beheshti University, Tehran, I. R. Iran 2008

3.       {C}{C}Razieh Keshavarzian,” Image Reconstruction based on Compressed Sensing Samples”, Noshirevani Technical University, Babul, I. R. Iran  2016

4.       {C}{C}Mehdi Faghieh, “color constancy” Shahid Beheshti University, Tehran, I. R. Iran 2015

5.       {C}{C}Chao Fan, “Real–time Facial Expression Analysis,” Massey University, Auckland, New Zealand, 2008

6.       {C}{C}Mahsa Mohaghegh, “English-Persian Phrase-based Statistical Machine Translation: Enhanced Models, Search and Training,” Massey University Albany (Auckland), New Zealand, 2013

7.      {C}{C}Farhad Dadgostar, “An Assessment of Real-time Vision-based hand and Face Tracking and Recognition,” Institute of Information and Mathematical Sciences of the College of Science Massey University September 2006

 

Research Supervision

 

PhD Dissertation

MSc Thesis

  • Habibollah Aghatabay: ReliefF Based Feature Selection in Content-Based Image Retrieval
  • Sorour Barzegar: “Robust Image Water Marking based on specific Image Region”
  • Sepideh Barkat Rezaei: “Skew Detection of Scanned Images of Kharazmi's Old Documents Using Machine Learning”
  • Fatemeh Rezaradeh Bidgoli: “Fuzzy Image Enhancement”
  • Saeid Sarabi Nobakht; “ Size independent Persian Character Recognition”
  • Soheila Sheykh Bahaei: “ Textual Object Recognition”
  • Hosein Sadeghian Nejad: “ Wavelet Feature reduction based on Feature selection for Content Based Image retrieval”
  • Siavash Alipour: “Fast Automatic Medical Image Segmentation Using Spatial Kernel Fuzzy C-Means Clustering and Level Set Method”
  • Lotf allah Gholami: “Image Retrieval by Classified VQ”
  • Fatemeh Fazeli: ” Binerizing the Scanned Documents of Persian language”
  • Mehdi Faraji: “Extremal Region Detection Guided by Maxima of Gradient Magnitude”
  • Atena Farahmand
  • Fatemeh Ghanbari: ” Scene recognition using hybrid global and local image features”
  • Freshteh Mataei Moghaddam: “ Image Clustering Based on Visual Patterns Using BRISK Features and Fuzzy C-Means”
  • Mousa Nazari Panbeh Chouleh: “ Fuzzy C-means Improvement by Feature Weighting and its Application in Semi-Supervised Learning”
  • Maryam Yekkeh Zare: “ Image pre-Processing for Segmentation”
  • Eisa Jafari: “ First Person Action Recognition”
  • Ghazal ShamsiPour: “Human Action Recognition by Conceptual Features”
  • Mohsen Pahlevani: “Retinal Micro-aneurysm Detection Through Cross-Sections”
  • Mona Shaker Donyavi: “Large-Scale Content Based Image Retrieval using Local Binary Patterns and Iterative Quantization”
  • Mohabbat Hajati: ” Indoor Scene Classification Using Local Features”

 

Conference Papers

 

  1. S. Omid, J. Shanbehzadeh, Z. Ghassabi, S. S. Ostadzadeh, “Optic disc detection in high-resolution retinal fundus images by region growing”, Proceedings - 2015 8th International Conference on Biomedical Engineering and Informatics, BMEI 2015.
  2. M. Shakerdonyavi, J. Shanbehzadeh, A. Sarrafzadeh, “Large-Scale Image Retrieval Using Local Binary Patterns and Iterative Quantization”, International Conference on Digital Image Computing: Techniques and Applications, DICTA 2015.
  3. M. Faraji, J. Shanbehzadeh, K. Nasrollahi, T. B. Moeslund, “EREL: Extremal regions of extremum levels”, Proceedings - International Conference on Image Processing, ICIP, 2015.
  4. Z. Ghassabi, J. Shanbehzadeh, A. Mohammadzadeh, “A structure-based region detector for retinal image registration”, Proceedings - International Conference on Image Processing, ICIP, 2015.
  5. S. A. H. Minoofam, M. M. Dehshibi, A. Bastanfard, J. Shanbehzadeh, “Pattern formation using cellular automata and L-systems: A case study in producing Islamic patterns”, Cellular Automata in Image Processing and Geometry, 2014.
  6. Azin Poshtyar, Jamshid Shanbehzadeh, Hamid Ahmadieh, “Automatic measurement of cup to disc ratio for diagnosis of glaucoma on retinal fundus images”,  Image Processing 6th International Conference on Biomedical Engineering and Informatic, BMEI 2013.
  7. M. M. Dehshibi, M. Alavi, J. Shanbehzadeh, “Kernel-based Persian viseme clustering”, Hybrid Intelligent Systems (HIS), 13th International Conference on Hybrid Intelligent Systems, HIS 2013.
  8. M. M. Dehshibi, A. Vafanezhad, J. Shanbehzadeh M. Alavi, J Shanbehzadeh, “Kernel-based object tracking using particle filter with incremental Bhattacharyya similarity”, 13th International Conference on Hybrid Intelligent Systems, HIS 2013.
  9. A. Farahmand, A. Sarrafzadeh, J. Shanbehzadeh, “Document image noises and removal methods”, Newswood Ltd 2013.
  10. F. Fazeli, H. Sarrafzadeh, J. Shanbehzadeh, “An overview of different binary methods for documents based on their features”, Newswood Ltd, 2013.
  11. H. Sarrafzadeh, F. Rezazadeh, J. Shanbehzadeh, “Brightness preserving fuzzy dynamic histogram equalization”, Newswood Ltd, 2013.
  12. S. B. Rezaei, H. Sarrafzadeh, J. Shanbehzadeh,”Skew detection of scanned document images”, Newswood Ltd 2013.
  13.  M. Nazari, J. Shanbehzadeh, H. Sarrafzadeh, Fuzzy c-means based on automated variable feature weighting”, Newswood Ltd 2013.
  14. M. M. Dehshibi, J. Shanbezadeh, M. Alavi, “Facial family similarity recognition using Local Gabor Binary Pattern Histogram Sequence”, 12th International Conference on Hybrid Intelligent Systems (HIS), 2012.
  15. M. Rastgarpour, J. Shanbehzadeh, “Automatic medical image segmentation by integrating KFCM clustering and level set based FTC model”, IAENG Transactions on Electrical Engineering, Volume 1: Special Issue of the International Multi-conference of Engineers and Computer Scientists, 2012.
  16. A. Poshtyar, Z. Ghassabi, S. Aghamiri, J. Shanbehzadeh, “Detection, extraction and quantitative measurement of atrophic regions on retinal surface in color fundus images”, 5th International Congress on Image and Signal Processing (CISP), 2012.
  17. S. Mehrjoo, J. Shanbehzadeh, A. Sarrafzadeh, “Swarm Intelligence Based Clustering In Wireless Sensor Networks”, IAENG Transactions on Engineering Technologies Volume 7-Special Edition of the International Multi conference of Engineers and Computer Scientists, 2012.
  18. A. Sarrafzadeh, H. A. Atabay, M. M. Pedram, J. Shanbehzadeh, “Relief F Based Feature Selection In Content-Based Image Retrieval”, Proceedings of the International Multi Conference of Engineers and Computer Scientists, 2012.
  19. M. Rastgarpour, S. Alipour, J. Shanbehzadeh, “Improved fast two cycle by using KFCM clustering for image segmentation”, Lecture Notes in Engineering and Computer Science, 2012.
  20. F. Toutounchian, J. Shanbehzadeh, M. Khanlari, “Detection of Keratoconus and Suspect Keratoconus by Machine Vision”, Proceedings of the International Multi Conference of Engineers and Computer Scientists, 2012.
  21. E. Ghasemi, J. Shanbehzadeh, N. Fassihi, High capacity image steganography based on genetic algorithm and wavelet transform”, Intelligent Control and Innovative Computing, 2012.
  22. A. Heshmati, R. Amjadifard, J. Shanbehzadeh, ReliefF-based feature selection for automatic tumor classification of mammogram images”, 7th Iranian Conference on Machine Vision and Image Processing, 2011.
  23. A. Poshtyar, J. Shanbehzadeh, Z. Ghassabi, Detection of optic disc center and macula using spatial information of optic cup”, 4th International Conference on Biomedical Engineering and Informatics (BMEI), 2011.
  24. J. Shanbehzadeh, S. Mehrjoo, A. Sarrafzadeh, An intelligent energy efficient clustering in wireless sensor networks”, Proceedings of the International Multi-conference of Engineers and computer Scientists, 2011
  25. H. Farahanirad, J. Shanbehzadeh, M. M. Pedram, A. Sarrafzadeh, A Hybrid edge detection algorithm for salt-and-pepper noise”, Proceedings of the International Multi-Conference of Engineers and Computer Scientists 2011.
  26. E. Ghasemi, J. Shanbehzadeh, N. Fassihi, “High capacity image steganography using wavelet transform and genetic algorithm”, Proceedings of the International Multi-Conference of Engineers and Computer Scientists 2011.
  27. M. Rastgarpour, J. Shanbehzadeh, “Application of AI Techniques in Medical Image Segmentation and Novel Categorization of Available Methods”, Proceedings of the International Multi-Conference of Engineers and Computer Scientists IMECS, Volume 1, 2011.
  28. E. Ghasemi, J. Shanbehzadeh, B. ZahirAzami, “A steganographic method based on Integer Wavelet Transform and Genetic Algorithm”, International Conference on Communications and Signal Processing (ICCSP), 2011.
  29.  J. Shanbehzadeh, M. Mehrani, A. Sarrafzadeh, Z. Razaghi, An Intelligent Energy Efficient Coverage Method for Clustered Wireless Sensor Networks”, International Multi-Conference of Engineers and Computer Scientists IMECS, Volume 1, 2011.
  30. Z. Ghassabi, J. Shanbehzadeh, “A study of retinal image registration and mosaicking”, Proceedings of International Conference on Information and Computer Applications, 2011.
  31. S. Nematipour, J. Shanbehzadeh, RA Moghadam, Relevance feedback optimization in content based image retrieval via enhanced radial basis function network ”, proceedings of the International Multi-Conference of Engineers and Computer Scientists IMECS, Volume 1, 2011.
  32. N. Fassihi, J. Shanbehzadeh, H. Sarrafzadeh, E. Ghasemi, “Melanoma diagnosis by the use of wavelet analysis based on morphological operators”, International Multi-Conference of Engineers and Computer Scientists IMECS, 2011.
  33. M. Rastgarpour, J. Shanbehzadeh, “Novel Classification of Current Methods, Available software and Datasets in Medical Image Segmentation”, Proceedings of the 2011 International Conference on Image Processing, Computer Vision, and Pattern Recognition, IPCV, 2011.
  34.  M. Gholzadeh, M. M. Pedram, J. Shanbehzadeh, “Fuzzy sequence mining for similar mental concepts”, Proceedings of the international multiconference of engineers and computer scientists, 2011.
  35. E. Ghasemi, J. Shanbehzadeh, “An imperceptible steganographic method based on Genetic Algorithm”, 5th International Symposium on Telecommunications (IST), 2010.
  36. S. Mehrjoo, J. Shanbehzadeh, M. M. Pedram, “A novel intelligent energy-efficient delay-aware routing in WSN, based on compressive sensing”, 5th International Symposium on Telecommunications (IST), 2010.
  37. B. C. Oskouei, J. Shanbehzadeh, “Chromosome Classification Based on Wavelet Neural Network”, Digital Image Computing: Techniques and Applications (DICTA), 2010.
  38. A. Sarrafzadeh, J. Shanbehzadeh, S. Overmyer, “E-Learning with Affective Tutoring Systems”, Intelligent Tutoring Systems in E-Learning Environments: Design, Implementation and Evaluation: Design, Implementation and Evaluation, 2010.
  39. Ali Broumandnia, Jamshid Shanbehzadeh, M. Nourani: Segmentation of Printed Farsi/Arabic Words. AICCSA 2007: 761-766
  40. 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,
  41. Ali Broumandnia, Jamshid Shanbehzadeh, M. Nourani: Handwritten Farsi/Arabic Word Recognition. AICCSA 2007: 767-771
  42. 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.
  43. J. Shanbehzadeh, H. Pezashki, A. Sarrafzadeh Features, "Extraction from Farsi Hand Written Letters," 5-7 December 2007 -IVCNZ'07 Conference, NewZeland
  44. J. Shanbehzadeh, M. Gholami, A. Sarrafzadeh, "Compressed Domain Image Retrieval Based on Modified CVQ," 5-7 December 2007 - IVCNZ'07 Conference, NewZeland
  45. 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
  46. A. Sarrafzadeh,J. Shanbehzadeh, M. Johnson, "Innovative Technologies for the Creative 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
  47. 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.
  48. A. Broumandnia, J. Shanbehzadeh, “ Printed Documents Segmentation,” 4 th conference of Machine Vision and Image Processing, Mashhad, I. R. of Iran, Feb 2007, pp
  49. M. S. Nourozadeh, V. Barkhoda, J. Shanbehzadeh,” Application of computer Aided test for e-learning,” Second conference of e-learning, Zahedan, I. R. of Iran, November 2008
  50. 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
  51. 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,
  52. 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
  53. 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
  54. 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.
  55. 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.
  56. 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.
  57. 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.
  58. 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.
  59. 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.
  60. 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.
  61. 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.
  62. 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.
  63. 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.
  64. 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.
  65. 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.
  66. J. Shanbehzadeh, A. M. Eftekhar Moghadam, A. Sarafzadeh, F. Mahmoudi,, “Image Indexing Based on the Genealogical Relation of TSVQ Indices,” Internet Imaging , Proc. Of SPIE, paper no. 3964-18, San Jose USA, Jan 2000.
  67. 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.
  68. 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,
  69. 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
  70. 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.
  71. 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.
  72. J. Shanbehzadeh, P.O. Ogunbona, A. Sarafzadeh, “ Index Compressed Residual Adaptive VQ,” Proc. Of SPIE, Orlando Florida USA , May 1998.
  73. 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.
  74. 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.
  75. 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.
  76. 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.
  77. 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.

 

Journal Papers

1.       {C}{C} Hosein Shahsavar Haghighi, Mojtaba Hoseini, Jamshid Shanbehzadeh, “Keyphrase Ranking Based on Second Order Co-Occurrence Analysis,” International Journal of Information & Communication Technology Research, Vol. 7, No. 4, pp 55-65, 2015

2.       {C}{C}Hosein Shahsavar Haghighi, Mojtaba Hoseini, Jamshid Shanbehzadeh, “Gap Weighted Estimator: A Novel String Kernel For Keyphrase Extraction,” Canadian Journal of Electrical and Computer Engineering, accepted for publication

3.       {C}{C}E. Azimi, A. Behrad, M. B. Ghaznavi-Ghoushchi, J. Shanbehzadeh, “Hardware architecture for projective model calculation and false match refining using random sample consensus algorithm”, jornal of Electronic Imaging, Volume 25, Issue 6, 2016.

4.       {C}{C}Z. Ghassabi, J. Shanbehzadeh, A. Mohammadzadeh, “A structure-based region detector for high-resolution retinal fundus image registration”, Biomedical Signal Processing and Control, Volume 23, 2016

5.       {C}{C}M. M. Dehshibi, M. Sourizaei, M. Fazlali, O. Talaee, H. Samadyar, J. Shanbehzadeh, “A hybrid bio-inspired learning algorithm for image segmentation using multilevel thresholding”, Multimedia Tools and Applications, 2016.

6.       {C}{C}M. Faraji, J. Shanbehzadeh, K. Nasrollahi, T. B. Moeslund, “Extremal Regions Detection Guided by Maxima of Gradient Magnitude”, IEEE Transactions on Image Processing, Volume 24, Issue 12, 2015.

7.       {C}{C}Z. Ghassabi, J. Shanbehzadeh, A. Mohammadzadeh, S. S. Ostadzadeh, “Colour retinal fundus image registration by selecting stable extremum points in the scale-invariant feature transform detector”, IET Image Processing, Volume 9, Issue 10, 2015.

8.       {C}{C}J. Shanbehzadeh, S. Yazdani, “Balanced Cartesian Genetic Programming via migration and opposition-based learning:  application to symbolic regression”, Genetic Programming and Evolvable Machines, Volume 16, Issue 2, 2015.

9.       {C}{C}M. M. Dehshibi, M. Fazlali, J. Shanbehzadeh, “Linear principal transformation: toward locating features in N-dimensional image space”, Multimedia Tools and Applications, Volume 72, Issue 3, 2014.

10.    {C}{C} S. Alipour, J. Shanbehzadeh, “Fast automatic medical image segmentation based on spatial kernel fuzzy c-means on level set method”, Machine vision and applications, Volume 25, Issue 6, 2014.

11.    {C}{C}L. Fourie, S. Overmyer, J. Shanbehzadeh, H. Sarrafzadeh, STV Alexander, “Eve: an affect-sensitive pedagogical agent”, Global Business and Technology Association, 2014.

12.    {C}{C}M. Rastgarpour, J. Shanbehzadeh, H. Soltanian-Zadeh, “A hybrid method based on fuzzy clustering and local region-based level set for segmentation of inhomogeneous medical images”, Journal of medical systems, Volume 38, Issue 8, 2014.

13.    {C}{C}M. M. Dehshibi, J. Shanbehzadeh, “Persian Viseme Classification Using Interlaced Derivative Patterns and Support Vector Machine”, Journal of Information Assurance and Security, Volume 9, 2014.

14.    {C}{C}J. Shanbehzadeh, M. Rastgarpour, “A New Kernel-Based Fuzzy Level Set Method for Automated Segmentation of Medical Images in the Presence of Intensity Inhomogeneity”, Computational and Mathematical Methods in Medicine, 2013.

15.    {C}{C}Z. Ghassabi, J. Shanbehzadeh, A. Sedaghat, E. Fatemizadeh, “An efficient approach for robust multimodal retinal image registration based on UR-SIFT features and PIIFD descriptors”, EURASIP Journal on Image and Video Processing 2013.

16.    {C}{C}M. Rastgarpour, J. Shanbehzadeh, “The problems, applications and growing interest in automatic segmentation of medical images from the year 2000 till 2011”, International jornal of Computer Theory and Engineering, Volume 5, Issue 1, 2013.

17.    {C}{C}S. Yazdani, J. Shanbehzadeh, E. Aminian, “Feature subset selection using constrained binary/integer biogeography-based optimization”, ISA transactions, Volume 52, Issue 3, 2013.

18.    {C}{C}M. Rastgarpour, J. Shanbehzadeh, "The status quo of artificial intelligence methods in automatic medical image segmentation”, International Journal of Computer Theory and Engineering, Volume 5, Issue 1, 2013.

19.    {C}{C}J. Shanbehzadeh, M. Nazari, “Improve Semi-Supervised Fuzzy C-means Clustering Based On Feature Weighting”, Global Journal of Science, Engineering and Technology, Volume 2, Issue 14, 2013.

20.    {C}{C}J. Shanbehzadeh, S. Alipour, M. Nazari, “Color Image Segmentation Using a Weighted kernel-based Fuzzy C-Means Algorithm”, Global Journal of Science, Engineering and Technology, Volume 2, Issue 14, 2013.

21.    {C}{C}S. Yazdani, J. Shanbehzadeh, M. T. M. Shalmani ,“RPCA: a novel preprocessing method for PCA”, Advances in Artificial Intelligence 2012.

22.    {C}{C}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.

23.    {C}{C}F. 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).

24.    {C}{C}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 jornal, Amirkabir University, Tehran, Iran, Vol. 13, No. 52, pp. 640-655, Fall 2002, (In Farsi).

25.    {C}{C}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.

26.    {C}{C}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).

27.    {C}{C}J. 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.

28.    {C}{C}A. Broumandnia, J. Shanbehzadeh, 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

29.    {C}{C}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

30.    {C}{C}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.

31.    {C}{C}Shanbehzadeh, J.; Ogunbona, P. O. ”Index compressed tree-structured vector quantization” Signal Processing: Image Communication 14, pp. 229-243, 1999.

32.    {C}{C}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

33.    {C}{C}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

34.    {C}{C}J. Shanbehzadeh, P.O. Ogunbona, “Index Compressed Image Adaptive VQ,” Signal Processing: Image Communication 8, pp. 421-432, 1996 B.

35.    {C}{C}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.

 

 

Book Chapters

1.       {C}{C}Narges Marashi, Jamshid Shanbezadeh, “Comparison of Local and Global Thresholding for Binarization of Cheque Images,” Chapter 18 of the book "Progress in Pattern Recognition" Editor Prof. Sameer Singh: 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

2.    {C}{C}Maryam Rastegarpour, Jamshid Shanbezadeh, “Off-Line Hand-written Farsi/Arabic Word Segmentation into Subword under Overlapped or Connected Conditions,”  Chapter 20 of the book "Progress in Pattern Recognition" Editor Prof. Sameer Singh: 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

3.    {C}{C}Seyyed Amir Hadi Minoofam, Mohammad Mahdi Dehshibi, Azam Bastanfard, Jamshid Shanbehzadeh, “Pattern Formation Using Cellular Automata and L-Systems: A Case Study in Producing Islamic Patterns”, Cellular Automata in Image Processing and Geometry, 2014

4.    {C}{C}Mehdi Gholizadeh, Mir Mohsen Pedram, Jamshid Shanbezadeh, “Mining General Fuzzy Sequences Based on Fuzzy Ontology”, Intelligent Control and Innovative Computing, 2011 

5.    {C}{C}Elham Ghasemi, Jamshid Shanbehzadeh, Nima Fassihi, ” High Capacity Image Steganography Based on Genetic Algorithm and Wavelet Transform,” Intelligent Control and Innovative Computing, 2011

6.      {C}{C} Abdolhossein Sarrafzadeh, Jamshid Shanbehzadeh, Scott Overmyer “E-Learning with Affective Tutoring Systems,” Intelligent Tutoring Systems in E-Learning Environments: Design, Implementation and Evaluation,”  Book Editor: Slavomir Stankov, Vlado Glavinić, Marko Rosić, Information Science Reference, Hershly, NewYork, pp. 129-140, 2010

                 

 

 

 

 

 

 

 

 

 

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