Mehdi Ezoji

Mehdi Ezoji

مهدی ازوجی
Email:  m.ezoji[at]nit.ac.ir

Assistant Professor

 

           

 
Qualifications

BSc.: Electrical Engineering,

MSc.: Electrical Engineering,

PhD.: Electrical Engineering,

  • Field of Study: IP and Pattern Recognition
  • Amirkabir University of Technology, Jun. 2010

 

 
Research Interests

Field of Study:

  • Pattern Recognition and Machine Learning
  • Machine Vision
  • Image and Video Processing

Applications:

  • Biometrics (Segmentation, Authentication, Recognition)
  • Object recognition (2D and 3D)
  • Motion Analysis (Estimation, Tracking)
  • Image Enhancement

Challenges:

  • Illumination Invariant Object Recognition
  • Dimensionality Reduction of Data Space
 
Honors and Awards
  • First Rank in The Nationwide Final High School Examination, 1998
  • Tenth Rank in the First Round of The Nationwide Entrance Exam of Iranian Universities (in region 3), 1998.
  • First Rank in PhD. Entrance Exam in Electrical Engineering-Electronics in AUT, 2004
  • Selected as the Author of the Best Paper on IAPR Conference on Machine Vision Applications MVA2005, Tsukuba, Japan
 
Previous and Present Positions
 
Professional Membership
 
Teaching Experiences

Graduate:

  • Pattern Recognition and Machine Learning (PRML)
  • Syntactic and Structural Pattern Recognition (SSPR)
  • Machine Vision: Algorithms and Applications (MVAA)

Undergraduate:

  • Electrical Circuits I, II
  • Electronics I, III
  • Signals & Systems
  • Digital Systems II
  • Computer Architecture
  • Digital Systems II
  • Digital Logic Circuits
  • Linear Control Systems
  • Electronic Lab I, II
 
Publications

JOURNALS

 

  1. M. Ezoji, K. Faez, "Use of Matrix Polar Decomposition for Illumination Tolerant Face Recognition in DCT   Domain", IET Image Processing, Vol. 5, Iss. 1, pp. 25–35, 2011.
  2. M. Ezoji, K. Faez, "Illumination-Robust Face Recognition from Single Image per Person Using Matrix Polar Decomposition", IEICE Transaction on Information and systems, vol. E92-D, no. 8, pp. 1561-1569, 2009.
  3. M. Ezoji, K. Faez, H. R. Kanan and S. Mozaffari, “GA-Based Affine PPM Using Matrix Polar Decomposition”, IEICE Transaction on Information and systems, vol. E89-D, no. 7, pp. 2053 - 2060, 2006.
  4. M. Ezoji, K. Faez, “Intensity Mapping Curve to Diminish the Effects of Illumination Variations”, Signal, Image and Video Processing, DOI 10.1007/s11760-016-0904-7, 2016.
  5. M. Ezoji and S. Iravani, "A General Framework for 1D Histogram-based Image Contrast Enhancement", International Journal of Engineering (IJE), Accepted for Publication, 2016. 
  6. B. Moradi and M. Ezoji, "A Dynamic Skin Detection Method Using the Fusion of 2D Histogram-based Features", Journal of Signals and Data Processing, Accepted for Publication (in Persian), 2016.
  7. M. Mohseni, M. Ezoji and R. Ghaderi, "Image Segmentation Based on Normalized Cut from the Perspective of the Discriminant Information", Journal of Electrical Engineering, Tabriz University, vol. 64, no. 1, pp. 303-310, 2016 (in Persian).
  8. S. Iravani, M. Ezoji, "Adaptive Contrast Enhancement using Optimal Equalization of 2-Dimensional Histogram", Journal of Iranian Society of Machine Vision and Image Processing, vol. 2, no. 2, pp. 15-24, 2016, (in Persian).
  9. M. Mohseni, R. Ghaderi, A. Asvadi, and M. Ezoji, “Selection of RBF Neural Network Parameters Based on Normalized Cut Clustering,” Journal of Soft Computing and Information Technology (JSCIT) , vol. 3, no. 4, pp. 48-54, 2015.
  10. U.Sadri, A .Aghagolzadeh, M. Ezoji, "Multi-Focus Image Fusion Algorithm using Phase Congruency and K-Means Clustering", Journal of Electrical Engineering, Tabriz University, vol. 45, no. 4, 2015.

 

CONFERENCES

 

17. M. Soleimani, A. Aghagolzadeh and M. Ezoji, "Image Registration Using Block-based Mutual Information and Periodicity", 21th Computer Society of Iran Computer Conference, CSICC 2016, Tehran, IRAN

16. S. Rahimi, A. Aghagolzadeh and M. Ezoji, "Human Action Recognition by Grassmann Manifold Learning", 9th Iranian Conference on Machine Vision and Image Processing, MVIP 2015, 2015.

15. B. Moradi, M. Ezoji, "Skin Detection Based on Contextual Information", 2nd International Conference on Pattern Recognition and Image Analysis (IPRIA 2015) March 11-12, 2015

14. N. Samadi Niaki, A. Aghagolzadeh and M. Ezoji, "Tracking under Occlusion via Stochastic Approach", 2nd International Conference on Pattern Recognition and Image Analysis (IPRIA 2015), 2015.

13. A. Mansouri, A. Aghagolzadeh and M. Ezoji, "SVD-Based Video Watermarking in Discrete Wavelet Transform Domain",  9th  Symposium on Advances in Science and Technology, Mashhad, Iran, 2014.   

12. M. Mohseni, M. Ezoji and R. Ghaderi, "Correlation-Based Criterion for the Most Discriminative Principal Component Selection in Normalized Cut Segmentation", 22th Int. Conf. on Electrical Engineering (ICEE 2014), Tehran, Iran

11. M. T. Rostami, R. Ghaderi, M. Ezoji and J. Ghasemi, "Brain MRI Segmentation Using the Mixture of FCM and RBF Neural Network", 8th Int. Conf. on. Machine Vision & Image processing (MVIP 2013), Zanjan, Iran

10. U. Sadri, A. Aghagolzadeh and M. Ezoji, "Multi-Focus Image Fusion Using Phase Congruency", Accepted in 8th Int. Conf. on. Machine Vision & Image processing (MVIP 2013), Zanjan, Iran (In Persian)

09. M. Ezoji, Mohammad Tavakolian, "Compensating the Undesirable Effects of Illumination Variations on the Face Images", The 7th Iranian Conf. on Machine Vision and Image Processing (MVIP 2011), Nov. 16-17, 2011, Tehran, Iran (Published in Persian).

08. M. Ezoji, K. Faez, “Diffusion-Based Face Selective Smoothing in DCT Domain to Illumination Invariant Face Recognition”, Published in IEEE 20th Int. Conf. on. Pattern Recognition (ICPR 2010), IEEE Computer Society, August 23-26, 2010, Istanbul, Turkey

07. M. Ezoji, K. Faez, H. R. Rashidy Kanan, "Presenting a Compact and Efficient Explanation Based on Fourier-Mellin Transformation for Face Recognition," Proceedings of ICEE2006, Tehran, Iran, May 16-18, 2006

06. M. Ziaratban, K. Faez, M. Ezoji, "Use of Legal Amount to Confirm or Correct the Courtesy Amount on Farsi Bank Checks", ICDAR 2007, pp. 1123-1127

05. H. R. Rashidy Kanan, K. Faez, M. Ezoji, "An Efficient Face Recognition System Using a New Optimized Localization Method", 18th International Conference on Pattern Recognition, ICPR 2006, pp. 564 - 567, 2006.

04. M. Ezoji, K. Faez and M. Ziaratban, "A Novel GA-Based Method for n-Dimensional Point Pattern Matching", 3th Conference on Machine Vision & Image Processing MVIP2005, Tehran, Iran

03. M. Ezoji, K. Faez, M. Ziaratban and S. Mozaffari, "Genetic Algorithm Based Affine PPM Using MPD", IAPR Conference on Machine Vision Applications MVA2005, Tsukuba, Japan

02. M. Ziaratban, K. Faez, M. Ezoji, "Proposing a New Structural Method Based on Smoothed Segmented Image for Recognition of Farsi/Arabic Handwritten Numerals," Proceedings of MVIP2005, Tehran, Iran, Feb. 2005.

01. M. Ziaratban, K. Faez, S. Mozaffari and M. Ezoji, "A New Structural Method for Farsi/Arabic Handwritten Digit Recognition", 3th Conference on Machine Vision & Image Processing MVIP2005, Tehran, Iran (Published in Persian)

 
Supervised Dissertations and Theses
 
Research Projects
 
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