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Postal Address:

Computer Engineering School

Iran University of Science

and Technology
University Road, Hengam Street

, Resalat Square, Narmak, Tehran, Iran,
Zip Code: 16846-13114
Tel: +98 (21) 73225300 

       +98 (21) 77225301

Fax: +98 (21) 73225322

email:

cesecretary-at-iust.ac.ir

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:: Dr.Mohammadi ::
 | Post date: 2018/02/21 | 


Mohammad Reza Mohammadi
Assistant Professor of Artificial Intelligence and Robotics Group
 
Contact Information:
 +9821-73225325​
E-mail: mrmohammadi@iust.ac.ir
Education: 
PhD in Electrical Engineering, Sharif University of Technology, Iran (2015)
Dissertation: Intensity Estimation of Spontaneous Facial Action Units Based on Their Sparsity Properties
Supervisor: Dr. Emad Fatemizadeh
Advisor: Dr. Mohammad Hossein Mahoor (University of Denver)
 
MSc in Electrical Engineering, Digital Electronics, Amirkabir University of Technology (Tehran Polytechnic), Iran (2011)
Thesis: Eye Gaze Estimation Using Image Processing
Supervisor: Dr. Abolghasem Raie
BSc in Electrical Engineering, Telecommunications, Amirkabir University of Technology (Tehran Polytechnic), Iran (2014)
BSc in Electrical Engineering, Electronics, Amirkabir University of Technology (Tehran Polytechnic), Iran (2013)
Project: Design and Implementation of a Decimation Filter in Oversampling Analog to Digital Converters
Supervisor: Dr. Mohammad Yavari
Research Interests:
Machine Vision
Machine Learning
Video Processing

 
Selected Papers:
[1] Mohammadi, Mohammad Reza, Emad Fatemizadeh, and Mohammad H. Mahoor. "Intensity estimation of spontaneous facial action units based on their sparsity properties." IEEE Transactions on Cybernetics 46.3 (2016): 817-826.
[2] Mohammadi, Mohammad R., Emad Fatemizadeh, and Mohammad H. Mahoor. "An Adaptive Bayesian Source Separation Method for Intensity Estimation of Facial AUs." IEEE Transactions on Affective Computing (2017).
[3] Mohammadi, M. R., Emad Fatemizadeh, and Mohammad H. Mahoor. "PCA-based dictionary building for accurate facial expression recognition via sparse representation." Journal of Visual Communication and Image Representation 25.5 (2014): 1082-1092.
[4] Mohammadi, M. R., Emad Fatemizadeh, and Mohammad H. Mahoor. "Non-negative sparse decomposition based on constrained smoothed ℓ0 norm." Signal Processing 100 (2014): 42-50.
[5] Mohammadi, M. R., E. Fatemizadeh, and M. H. Mahoor. "A joint dictionary learning and regression model for intensity estimation of facial AUs." Journal of Visual Communication and Image Representation 47 (2017): 1-9.


 
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