Mehdi Nooshyar
Mehdi Nooshyar
Associate Professor
Faculty of Engineering
Department of Electrical Engineering
Phone: 31505730
Email: nooshyar@uma.ac.ir
ORCID: https://orcid.org/0000-0002-6786-7763
200620072008200920102011201220132014201520162017201820192020202120222023202420252026317182112116111320345294867875765211815048
AllSince 2021
Citations1004520
h-index1210
i10-index1610

He was born in 1974 in Ardabil, Iran and obtained diploma (mathematics and physics) in 1992. He received his BSc, MSc, and PhD degrees (all in Electrical Engineering) from Tabriz University (1996), Tarbiat Modares University (1998) and Tabriz University (2010), respectively. In the past, he conducted several educational and research activities in different centers and now, he is an associate professor at the department of electrical and computer engineering, University of Mohaghegh Ardabili. His interests are in the field of theory and technology of digital communication and stochastic signals processing and image processing and analysis.


Education
  • Ph.D.: Electrical Engineering, University of Tabriz       Feb. 2004 - Jun. 2010.
    Thesis Title: Robust Coding for Corelated and Distributed Image and video Sources.
    Supervisor: Prof. Ali Aghagolzadeh (University of Tabriz).
    Advisor: Prof. Hamid R. Rabiee (Sharif University of Technology).

    M.Sc. : Electrical Engineering, Tarbiat Modares University    Sep. 1996 - March 1999.
    Thesis Title: Desighn and Implementation of GMSK Modulator in GSM Standard.
    Supervisor: Prof. Masoud Kahrizi (Tarbiat Modares University).

    B.Sc. : Electrical Engineering, University of Tabriz    Sep. 1992 - Sep 1996. (Ranked first in class)
    Project Title: Transform Domain Edge Detection.
    Supervisor: Prof. Ali Aghagolzadeh (University of Tabriz).

Awards

Memberships

Member of IEEE (USA) (since 2001) 
Member of IT and SP societies of IEEE (since 2004)
Member of IEICE (Japan) (since 2009)
Member of IAEEE (since 2003)
Member of ISMVIP (Iranian Society of Macihin Vision and Image Processing) (since 2008)
Member of Iranian Society of Cryptology (since 2018)


Fields of Interest

Information Theory: Distributed  and Multiterminal Source Coding,  Multiple Description Coding, Duality between source coding and channel coding problems.

Image Processing and Analysis: Image and video coding and compression, Image patterns classification. 

Wireless communication:  Resource allocation, Channel modeling.

Soft Computing: Prediction and classification using ANN and FL. 

87 - Z Ahmadi, H Saghaei, M Pasdari-Kia, H Ahmadi, N Razmjooei, ...,Self-reactive impedance surfaces for enhanced quasi-line wave propagation in the terahertz spectrum,2025
86 - H Ahmadi, K Zafari, M Pasdari-Kia, N Razmjooei, K Arik, Z Ahmadi, ...,Ultra-wideband unidirectional pseudospin-polarized waveguide with dual boundary conditions,2025
85 - H KardanMoghaddam, A Akbarimajd, M Ranjbarpour, M Nooshyar, ...,A STRUCTURE BASED ON TROCR TRANSFORMER AND LARGE LANGUAGE MODEL FOR CLASSIFICATION OF HANDWRITTEN TEXTS,2025
84 - H KardanMoghaddam, A Akbarimajd, S Jamali, M Nooshyar, ...,THE ROLE OF THE INTERNET OF THINGS (IOT) IN THE EDUCATION DEPARTMENT,2025
83 - Velocity and Direction-Based Motion Estimation in Video Compression to Reduce Computation and Increase Video Quality Download
82 - AA Khanghah, AR Zare, A Akbarimajd, M Nooshyar,A Machine Learning Approach for Visionless Determination of Safe Release Time in Robot to Human Object Handover,2024
81 - AA Khanghah, AR Zare, A Akbarimajd, M Nooshyar,Visionless neural network system to determine safe release time in robot to human object handover,2024
80 - M Nooshyar, AS Gharagezlou, N Imani, E Mikaeili, M Nangir,Energy efficiency analysis for 5G application in massive MIMO systems by using lower bound inequality and SCAM method,2024
79 - H Ahmadi, Z Ahmadi, R Karimzadeh, H Saghaei, FS Ghoreishi, K Zafari, ...,Line waves Supported by Non-Hermitian Metasurfaces Satisfying Electromagnetic Duality,2024
78 - D Hosseini Avashanagh, M Nooshyar, S Barghandan, M Ghandchi,Fast Subpixel Motion Estimation Based on Human Visual System,2024
77 - K Zafari, A Ashrafian, M Pasdari-Kia, H Saghaei, M Nooshyar, A Bagheri,Design and Analysis of Pseudospin-Polarized Ultra-Wideband Waveguide Supporting Hybrid Spoof Surface Plasmon Polaritons,2023
76 - M Nooshyar, A Fahmi Jafargholkhanloo, M Ghiamy, ...,Photogrammetric Analysis of Facial Soft Tissue from Profile View of Patients Referred to Imam Reza Hospital in Ardabil for Analysis of Facial Plastic Surgeries,2023
75 - S Shahalinejad, M Nooshyar, MM Fakheri, N Imani,Object Recognition and Detection Using Convolutional Neural Network in Deep Learning,2023
74 - M Hasanvand, A Selyari, H Jashn, Z Ghaseminejad, M Nooshyar,Performance evaluation of optimal feature selection-based machine learning for heart disease diagnosis,2023
73 - S Shahalinezhad, M Nooshyar,Detection of Brain Tumor from MRI Images Base on Deep Learning technique Using TL Model.,2023
72 - M Taghavizadeh, M Nooshyar, A Akbarimajd, S Shahalinezhad,Automatic and Accurate Diagnosis of Alzheimer's Disease from MRI Images Improved by Deep Convolutional Neural Network,2023
71 - M Hasanvand, M Nooshyar, E Moharamkhani, A Selyari,Machine learning methodology for identifying vehicles using image processing,2023
70 - M Nooshyar, A Ghasemi Marzbali,Dynamic economic/emission dispatch with probability model of wind power with modified virus colony search algorithm,2022
69 - M Nooshyar, A Fahmi Jafargholkhanloo, M Ghiamy, ...,Hybrid Algorithm of Quantum Particle Swarm Optimization and Grey Wolf Optimization for Optimum Cluster Analysis Applicable for Facial Skin Segmentation,2022
68 - M Nooshyar,Introduction of a New Adaptive Trimmed Median Filter to Remove High Density Impulsive Noise in Natural Images,2022
67 - E Mikaeli, A Aghagolzadeh, M Nooshyar,Learning Curvelet-based Directional Dictionaries for Single Image Super Resolution,2021
66 - M Aramideh, E Namjoo, M Nooshyar,A Multi-class Magnitude Classifying Sparse Source Model for Compressible Sources,2021
65 - D Hosseini, M Noshyar, S Barghandan, M Ghandchi,Analysis of motion estimation algorithms in video,2021
64 - S Shahalinejad, M Nooshyar,Evaluation of Retinal Optic Disc Segmentation in Patients with Glaucoma and Comparison with Other Methods of Medical Image Processing,2021
63 - S Asgari, S Jamali, R Fotohi, M Nooshyar,Performance-aware placement and chaining scheme for virtualized network functions: a particle swarm optimization approach,2021
62 - AN Dashti, M Nooshyar, A Akbarimajd,Estimating 3D Coordinates of Bounding Box Center after Detection the Object in Image of Cluttered Environment Based on Stereo Vision and U-Net for navigate the robots,2020
61 - M Hasanvand, M Nooshyar, A Akbarimajd, S Karimi,Determination of the type and the color of a vehicle using image processing and machine learning,2019
60 - E Shahryari, M Nooshyar, B Sobhani,Combination of neural network and wavelet transform for islanding detection of distributed generation in a small-scale network,2019
59 - M Nooshyar, A Ghasemi Marzbali,Day-ahead Electricity Price Forecasting by a New Hybrid Algorihtm based on ELM, Curvelet Transform, Preprocessing System, and Modified VCS Algorithm,2019
58 - A Naebi Toutounchi, SJ SeyedShenava, J Contreras, H Shayeghi, ...,A bilevel model for maintenance scheduling of power units including wind farms,2019
57 - M Aramideh, E Namjoo, M Nooshyar,Non-strictly Sparse Source Modelling Using Heavy-tailed Distributions for DCT Coefficients,2019
56 - M Nooshyar, M Momeni, S Gharravi, F Hourali,Using GBC Algorithm to Optimize Support Vector Machine Parameters for Predicting the Relationship between Cancer and Cardiac Infarction: A Case Study,2018
55 - M Esmaeili, H Shayeghi, M Nooshyar, H Aryanpour,Design of new controller for load frequency control of isolated microgrid considering system uncertainties,2018
54 - Z Samadi, M Nooshyar, R Asvadi, E Mikaeli,Multi-focus Image Fusion Using Multi-Scale Curvelet Transform and Sparse Representation,2018
53 - A Razban, M Nooshyar, S Jamali, E Mikaili,Automatic classification and identification of the style and the artist of the artwork of painting using the techniques of image processing and machine vision,2018
52 - M MahdaviSharif, S Jamali, M Nooshyar,Big Data-Aware Intrusion Detection System in Computer Networks,2018
51 - M Nooshyar, M MOMENI, S GHARRAVI,Improvement of Genetic Bee Algorithm to Select the Effective Features in Predicting Breast Cancer from Among Dietary Habits, Cultural Factors, Clinical Signs, and Laboratory …,2018
50 - نوشیار‎,توزیع اقتصادی دینامیکی توان در سیستم قدرت با الگوریتم توسعه‌یافته جستجوی هارمونی‎,2017
49 - M Momeny, M Nooshyar,Combined Spatial-Frequency Method for Impulse Noise Removal and Image Enhancement.,2017
48 - Y Asadi, J Javidan, G Zare Fatin, M Nooshyar,Design of a High speed and Low Complexity Divider/Squar-root Architecture on a FPGA,2017
47 - A Ghasemi Marzbali, H Shayeghi, M Moradzadeh, M Nooshyar,Modelling of Demand Managing Based MIMO System for Price/Load Forecasting in Smart Grid,2017
46 - R Shamsi Ghamchi, S Jamali, M Nooshyar,Learning-based Routing in Delay Tolerant Networks,2017
45 - H Shayeghi, A Ghasemi, M Moradzadeh, M Nooshyar,Day-ahead electricity price forecasting using WPT, GMI and modified LSSVM-based S-OLABC algorithm,2017
44 - A Arshaghi, M Nooshyar, M Ashourian,Image Transmission in MIMO-UWB Systems Using Multiple Description Coding (MDC) Over AWGN and Fading Channels with DS-PAM Modulation,2017
43 - A Ghasemi, H Shayeghi, M Moradzadeh, M Nooshyar,A novel hybrid algorithm for electricity price and load forecasting in smart grids with demand-side management,2016
42 - A Azizi, Y Abbaspour-Gilandeh, M Nooshyar, A Afkari-Sayah,Identifying potato varieties using machine vision and artificial neural networks,2016
41 - M Abdipour, M Nooshyar,Multi-focus image fusion using sharpness criteria for visual sensor networks in wavelet domain,2016
40 - A Razban, K Mahjoory, M Nooshyar,Segmentation of retinal blood vessels by means of 2D Gabor wavelet and fuzzy mathematical morphology,2016
39 - مهدی نوشیار, احمد آبستان‎,یک روش آماری جهت کوچک کردن تصویر با حفظ محتوا‎,2016
38 - R Pasha, M Nooshyar, S Jamali,Full–Reference image quality assessment based on positional structural information,2016
37 - M Nooshyar, R Asvadi,Still Image Compression Using Lossy Source Coding By Low-Density Generator Matrix Codes,2016
36 - M Momeny, MA Sarram, V Shaker, S Jamali, M Nooshyar,Proposing a New Filter to Remove Impulse Noise and its Composition with PSO Algorithm to Detect and Defense against SYN Flooding Attacks,2016
35 - A Akbarimajd, MS Jonban, M Nooshyar, M Davari,Neural network based identification of trichoderma species,2016
34 - E Aghaee Kiasaraee, S Jamali, M Nooshyar,Improved Side Channel cube Attack on Block Ciphers,2015
33 - N Nikzad Khasmakhi, S Jamali, M Nooshyar,A Strategy Connected-Dominating-Set-Based File Consistency Maintenance in Unstructured Peer to Peer Networks,2015
32 - F Maleki, M Nooshyar, G Zare Fatin, H Ebrahimian,Design a Computer Based Detection System For Medical Images To Detect Cancer,2015
31 - Z Azimzadeh, M Nooshyar, S Jamali,ROI-Based No Reference Image Quality Assessment,2015
30 - H Shayeghi, A Ghasemi, M Moradzadeh, M Nooshyar,Simultaneous day-ahead forecasting of electricity price and load in smart grids,2015
29 - S Nabipour, J Javidan, G Zare Fatin, M Nooshyar,BCH Decoder Design to Improve Memory Reliability and Error Correcting in Flash Memories,2015
28 - E Feyz, G Zare Fatin, M Nooshyar,A 1 Gsps and 840 µW fully dynamic asynchronous pipelined binary search ADC,2014
27 - A Arshaghi, M Nooshyar, MS Jonban, A Hatam,Data and Image Transmission on DS-PAM UWB System in Parallel Links AWGN Channel Using Multiple Description Coding (MDC),2014
26 - F Maleki, M Nooshyar, GZ Fatin,Breast cancer segmentation in digital mammograms based on harmony search optimization,2014
25 - M Noshyar, H Shayeghi, A Talebi, A Ghasemi, NM Tabatabaei,Robust fuzzy-PID controller to enhance low frequency oscillation using improved particle swarm optimization,2013
24 - B Sobhani, M Nooshyar,Implementation of ROCOPS Method for Anti-Islanding Protection of Wind Turbine,2013
23 - A Akbarimajd, A Talebi, M Nooshyar,Hybrid Artificial Neural Network And Honey Bee Mating Optimization Based On Optimal Power System Stabilizer In Multimachine Environment,2013
22 - M Nooshyar, B Sobhani,Anti-Islanding Protection Using Histogram Analysis in Self Excited Generations Wind Turbines,2013
21 - M Nooshyar,Data and image transmission over DS-PSK MIMO-UWB system in multipath fading channel using multiple description coding (MDC) and OSTBC,2013
20 - M Nooshyar, A Aghagolzadeh, HR Rabiee, E Mikaili,Robust distributed source coding with arbitrary number of encoders and practical code design technique,2013
19 - M Nooshyar, M Abdipour, M Khajuee,Multi-focus image fusion for visual sensor networks in wavelet domain,2013
18 - M Nooshyar, M Momeny,Removal of high density impulse noise using a novel decision based adaptive weighted and trimmed median filter,2013
17 - A Aghagolzadeh, M Nooshyar, HR Rabiee, E Mikaili,Multimedia multicast based on multiterminal source coding,2010
16 - M Nooshyar, A Aghagolzadeh, HR Rabiee,Code design for IMTSC/CEO problem using multilevel Slepian-Wolf coded quantization framework,2010
15 - GA AGHA, M NOUSHYAR, E NAMJOU,Multiterminal source coding based multicast of H. 264 encoded video over heterogeneous networks,2010
14 - M Nooshyar, A Aghagolzadeh, HR Rabiee, E Mikaili,Efficient Coding Method for Multiterminal and Multiview Video Signals,2010
13 - A Aghagolzadeh, S Meshgini, M Nooshyar, M Aghagolzadeh,Very low bit-rate video coding by combining h. 264/AVC standard and 2-d discrete wavelet transform,2010
12 - A Aghagolzadeh, S Meshgini, M Nooshyar, M Aghagolzadeh,A novel video compression technique for very low bit-rate coding by combining H. 264/AVC standard and 2-D wavelet transform,2008
11 - D Bashiri, A Aghagolzadeh, J Museviniya, M Nooshyar,A novel still image error concealment using fragile watermarking in wireless image transmission and packet-switched networks,2008
10 - A Rastegarnia, MA Tinati, M Nooshyar,Adaptive modulation based algorithm for MIMO systems to minimize transmission power,2007
9 - A Habibi-Yangjeh, M Danandeh-Jenagharad, M Nooshyar,Application of artificial neural networks for predicting the aqueous acidity of various phenols using QSAR,2006
8 - A Habibi Yangjeh, M Danandeh Jenagharad, M Nooshyar,Prediction acidity constant of various benzoic acids and phenols in water using linear and nonlinear QSPR models,2005
7 - A Habibi-Yangjeh, M Nooshyar,Prediction of solvent effects on rate constant of [2+ 2] cycloaddition reaction of diethyl azodicarboxylate with ethyl vinyl ether using artificial neural networks,2005
6 - A Habibi-Yangjeh, M Nooshyar,Prediction of normalized polarity parameter in binary mixed solvent systems using artificial neural networks,2005
5 - M Hasanvand, M Nooshyar, E Moharamkhani, A Selyari,Machine learning methodology for identifying vehicles using image processing. AIA. 2023; 1 (3): 154–62
4 - M Nooshyar, A Talebi,A Novel of Artificial Bee Colony and Neural Network for Multimachine Power System Stabilizer Damping
3 - M Momeny, M Nooshyar,A Novel and Efficient Method for Reduction Degradation Caused by High Density Impulsive Noise in Digital Images
2 - A Aghagolzadeh, S Meshgini, M Nooshyar, M Aghagolzadeh,Very Low Bit-Rate Video Coding by Combining H. 264/AVC Standard and 2-D Discrete Wavelet Transform Open Access
1 - A Absetan, M Nooshyar,An Efficient Importance Map for Content Aware Image Resizing

  • Vice Dean of the Faculty of Engineering (educational and student affairs) - University of Mohaghegh Ardabili  ( Aug. 2014 - Feb. 2022)

    Head of the Department of Electrical Engineering - Islamic Azad University (Ardabil Branch)  (Nov. 2000 - Oct. 2003)


برنامه هفتگی استاد در ترم جاری

نام درس مقطع زمان و مکان ارائه
PhD

1 - Fast Motion Estimation in H.265 video codec based on human visual system principles , Dadvar Hoseini, 2025



Master

33 - Multi-focus image fusion in the wavelet domain for three or more images, Nasrollah Molahamzehzadeh, 2026


32 - A New Method to Increase the Fused Image Quality Using Wavelet Transformation based on Deep Learning, Alireza Shokuhiasl, 2026


31 - Noise Reduction from SAR Images Based on Wavelet Family Transforms, Jalal Rostamirad, 2025


30 - COVID-19 Detection from Chest X-Ray Images Using Deep Learning, Vahid Nosrati, 2025


29 - Hybrid CNN-SVM Classifier for Handwritten Persian Digit Recognition, Mehdi Dehghani, 2024


28 - Human Tracking/Following by a Mobile Robot in an Indoor Environment , Amir Malaee, 2024


27 - Automatic and accurate Alzheimer diagnosis from MRI Images by improved deep neural networks, Mahsa Taghavizadeh, 2023


26 - Efficient user clustering, Receive Antenna Selection, and optimized Power Allocation Algorithms for Massive MIMO-NOMA Systems, Alireza Karimi, 2023


25 - Image Transmission over UWB-MIMO channels using MDC, Ali Arshaghi, 2013


24 - Identifying Four Types of Vehicles from Video Sequences with a Free View Based on Machine Learning and Vision, Ali Razzaghi, 1400


23 - Design of Ra-dome position-er to measure the electromagnetic specifications in the antenna room, Mahyar Ahmadzadeh, 2021


22 - Object detection based on deep learning of visual patterns in cluttered environment, Alireza Nasirzadeh, 2020


21 - Multi-focus image fusion using multi-scale wavelet transform and sparse representation, Somayeh Safar Beyranvand, 2020


20 - Impulse Noise Reduction of images using Adaptive edge detection method, Mir Jalil Mousavi, 2020


19 - Design of Machine Vision System for Detecting the Breast Cancer Using Soft Computing, Fariba Mohammadian, 2020


18 - Image segmentation and Breast Cancer Classification Based on classical methods and deep learning , Elham Heydari, 2020


17 - Distracted Driving Detection in Low-Quality Images Using Deep Learning, Mohamadreza Jafari, 2020


16 - Determination of the type and the color of a vehicle using image processing and machine learning, Mojammad Hasanvand, 2019


15 - Multi focus Image Fusion using Sparse Representation and Curvelet Transform, Zahra Samadi, 2018


14 - Automatic classification and identification of the style and the artist of the artwork of painting using the techniques of image processing and machine vision, Arash Razban, 2018


13 - Implementation of Keying for Video and Television Applications in Real-Time, Mohsen Mohammadi, 2018


12 - Non-Shift Edge Based Ratio (NSER): An Video Quality Assessment Metric, Naseh Nezami, 2018


11 - Base Face detection in noisy images with weak illumination situations , Razieh Talebi, 2017


10 - Still Image Compression Using Lossy Source Coding By Low-Density Generator Matrix Codes, ُSeyed Iman Razavi, 2016


9 - Full – Reference image quality assessment based on positional structural information, Reza Pasha, 2015


8 - Design a computer Based Detection System for Medical Images , Fatemeh Maleki, 2015


7 - Image Quality Assessment with ROI using NRIQA Algorithm, Zhila Azimzadeh, 2015


6 - Image Quality Assessment with ROI using RRIQA Algorithm, Majid Khorami, 2014


5 - Multi-focus image fusion for visual sensor networks in Wavelet domain, Mohamad Abdipour, 2014


4 - Content aware image resizing based on similarity metric, Ahmad Absetan, 2014


3 - Image quality enhancement based on illumination balancing using segmentation technique, Mehdi Khajuii, 2014


2 - Prediction of Electricity price using Combined Neuro-fuzzy and Statistical Models, Hosein Mohseni, 2013


1 - َ A combined Spatio- frequency Method for impulse noise removal and image enhancement, Mohamad Momeni, 2013