مقالات ژورنالي
2024
Zahra Imani, Mehdi Ezoji, Multi-level brain-guided fusion to reinforce spiking neural network in image classification, MULTIMEDIA TOOLS AND APPLICATIONS, 83 : - , 2024.
Mehran Motamedi, Reza Shidpour, Mehdi Ezoji, LSTM-based framework for predicting point defect percentage in semiconductor materials using simulated XRD patterns, Scientific Reports, 14 : - , 2024.
Shiva Jahanaray, Mehdi Ezoji, Zahra Imani, EEG-based Feature Space for Supporting Deep Neural Networks in Image Classification, International Journal of Engineering, 38 : 1264 - 1273, 2024.
Ali Khandouzi, Mehdi Ezoji, Coarse-to-fine underwater image enhancement with lightweight CNN and attention-based refinement, JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, 99 : 1 - 15, 2024.
Naser Sadeghnejad, Mehdi Ezoji, Reza Ebrahimpour, Mohamad Qodosi, Sajjad Zabbah, A fully spiking coupled model of a deep neural network and a recurrent attractor explains dynamics of decision making in an object recognition task, Journal of Neural Engineering, 21 : 1 - 19, 2024.

2023
Sedigheh Dargahi, Ali Aghagolzadeh, Mehdi Ezoji, Single image super-resolution by cascading parallel-structure units through a deep-shallow CNN, OPTIK, 286 : 171001 - , 2023.
Fateme Namazi, Mehdi Ezoji, Ebadat Ghanbari Parmehr, Paddy Rice mapping in fragmented lands by improved phenology curve and correlation measurements on Sentinel-2 imagery in Google earth engine, ENVIRONMENTAL MONITORING AND ASSESSMENT, 195 : 1 - 20, 2023.
Zahra Imani, Mehdi Ezoji, Timothée Masquelier, Brain-guided manifold transferring to improve the performance of spiking neural networks in image classification, JOURNAL OF COMPUTATIONAL NEUROSCIENCE, 51 : 475 - 490, 2023.
Paria Davoodi, Mehdi Ezoji, Naser Sadeghnejad, Classification of natural images inspired by the human visual system, NEUROCOMPUTING, 518 : 60 - 69, 2023.
Naser Sadeghnejad, Mehdi Ezoji, Reza Ebrahimpour, Sajjad Zabbah, Resolving the neural mechanism of core object recognition in space and time: A computational approach, NEUROSCIENCE RESEARCH, 190 : 36 - 50, 2023.

2022
Mojtaba Soleimani, Ali Aghagolzadeh, Mehdi Ezoji, Symmetry-based representation for registration of multimodal images, MEDICAL and BIOLOGICAL ENGINEERING and COMPUTING, 60 : 1015 - 1032, 2022.
, Yasser Baleghi Damavandi, Mehdi Ezoji, Multi-view data fusion in multi-object tracking with probability density-based ordered weighted aggregation, OPTIK, 262 : 1 - 19, 2022.
Mohamad Nahvi, Gholamreza Ardeshir, Mehdi Ezoji, Abbas Tafakhori, Sajad Shafiee, Abbas Babajani Feremi, An application of dynamical directed connectivity of ictal intracranial EEG recordings in seizure onset zone localization, JOURNAL OF NEUROSCIENCE METHODS, : 109775 - 109785, 2022.
KhodabandelU Sajad, Naser Ghaemian, Soraya Khafri, Mehdi Ezoji, Sara Khaleghi, Development of a Machine Learning-Based Screening Method for Thyroid Nodules Classification by Solving the Imbalance Challenge in Thyroid Nodules Data, Journal of Research in Health Sciences, 22 : 1 - 8, 2022.
Rassoul Hajizadeh, Ali Aghagolzadeh, Mehdi Ezoji, Mutual neighborhood and modified majority voting based KNN classifier for multi-categories classification, PATTERN ANALYSIS AND APPLICATIONS, 25 : 773 - 793, 2022.

2021
, Yasser Baleghi Damavandi, Mehdi Ezoji, Improved Object Matching in Multi-Objects Tracking Based On Zernike Moments and Combination of Multiple Similarity Metrics, International Journal of Engineering, 34 : 1445 - 1454, 2021.
Abbas Zohrevand, Zahra Imani, Mehdi Ezoji, Deep Convolutional Neural Network for Finger-Knuckle-Print Recognition, International Journal of Engineering, 34 : 1684 - 1693, 2021.
Motahare Aghalari, Ali Aghagolzadeh, Mehdi Ezoji, Brain tumor image segmentation via asymmetric/symmetric UNet based on two-pathway-residual blocks, Biomedical Signal Processing and Control, 69 : 102841 - , 2021.

2020
Arefeh Khanlari, Mehdi Ezoji, Image De-noising Based on a Local Optimal Balance between Data Fidelity and Output Smoothness, , 9 : 1 - 6, 2020.
Samane Taheri, Mehdi Ezoji, Sayed Mahmoud Sakhaei, Convolutional neural network based features for motor imagery EEG signals classifcation in brain-computer interface system, SN Applied Sciences, 2 : 1 - 12, 2020.
Mostafa Amin Naji, Ali Aghagolzadeh, Mehdi Ezoji, CNNs hard voting for multi-focus image fusion, Journal of Ambient Intelligence and Humanized Computing, 11 : 1749 - 1769, 2020.
Shima Kasiri, Mehdi Ezoji, Single MR-image super-resolution based on convolutional sparse representation, Signal Image and Video Processing, 14 : 1525 - 1533, 2020.
Majid Khanjani, Mehdi Ezoji, Electrical Fault Detection in Three-phase Induction Motor Using Deep Network-based Features of Thermograms, Measurement: Journal of the International Measurement Confederation, 173 : 1 - 6, 2020.
Alireza Asadi, Mehdi Ezoji, Multi-exposure image fusion via a pyramidal integration of the phase congruency of input images with the intensity-based maps, IET Image Processing, 14 : 3127 - 3133, 2020.
Sahere Rahimi Limuii, Ali Aghagolzadeh, Mehdi Ezoji, Human action recognition using double discriminative sparsity preserving projections and discriminant ridge-based classifier based on the GDWL-l1 graph, EXPERT SYSTEMS WITH APPLICATIONS, 141 : 112927 - , 2020.
Rassoul Hajizadeh, Ali Aghagolzadeh, Mehdi Ezoji, Local distances preserving based manifold learning, EXPERT SYSTEMS WITH APPLICATIONS, 139 : 112860 - , 2020.

2019
Mostafa Amin Naji, Ali Aghagolzadeh, Mehdi Ezoji, Ensemble of CNN for multi-focus image fusion, Information Fusion, 51 : 201 - 214, 2019.
Sahar Babashakoori, Mehdi Ezoji, Average fiber diameter measurement in Scanning Electron Microscopy images based on Gabor filtering and Hough transform, Measurement: Journal of the International Measurement Confederation, 141 : 364 - 370, 2019.
Jalal Darvish, Mehdi Ezoji, Morphological Exudate Detection in Retinal Images using PCA-based Optic Disc Removal, Journal of Artificial Intelligence and Data Mining, 7 : 487 - 493, 2019.
Sahere Rahimi Limuii, Ali Aghagolzadeh, Mehdi Ezoji, Human action recognition based on the Grassmann multi-graph embedding, Signal Image and Video Processing, 13 : 271 - 279, 2019.

2018
Rassoul Hajizadeh, Ali Aghagolzadeh, Mehdi Ezoji, Fusion of LLE and stochastic LEM for Persian handwritten digits recognition, International Journal on Document Analysis and Recognition, 21 : 109 - 122, 2018.
Rassoul Hajizadeh, Ali Aghagolzadeh, Mehdi Ezoji, Mutual neighbors and diagonal loading-based sparse locally linear embedding, APPLIED ARTIFICIAL INTELLIGENCE, 32 : 496 - 514, 2018.

2017
Sooshiant Zakariapour, Hamid Jazayeri, Mehdi Ezoji, Mitosis Detection in Breast Cancer Histological Images Based On Texture Features Using AdaBoost, Journal of Information Systems and Telecommunication, 5 : 88 - 96, 2017.

2016
Mehdi Ezoji, Karim Faez, Intensity mapping curve to diminish the effects of illumination variations, Signal Image and Video Processing, 10 : 1 - 6, 2016.
Mehdi Ezoji, Sahar Iravani, A General Framework for 1-D Histogram-baesd Image Contrast Enhancement, International Journal of Engineering, 29 : 1330 - 1337, 2016.

2015
, , , Mehdi Ezoji, Selection of RBF Neural Network Parameters Based on Normalized Cut Clustering, , 3 : 48 - 54, 2015.

2011
Mehdi Ezoji, K. Faez, Use of matrix polar decomposition for illumination-tolerant face recognition in discrete cosine transform domain, IET Image Processing, 5 : 25 - 35, 2011.

2009
Mehdi Ezoji, Karim FAEZ, Illumination-Robust Face Recognition from a Single Image per Person Using Matrix Polar Decomposition, IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, E92-D : 1561 - 1569, 2009.

2006
Mehdi Ezoji, K. Faez, Hamidreza Rashidy Kanan, Saeed Mozaffari, GA-Based Affine PPM Using Matrix Polar Decomposition, IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, E89-D : 2053 - 2060, 2006.

1401
مجتبي سليماني, علي آقاگل زاده, مهدي ازوجي, تركيب هرمي تصاوير مبتني بر تبديل كانتورلت و تفكيك ساختاري بهبود يافته, مدلسازي در مهندسي, 21 : 71 - 92, 1401.

1400
معصومه محسني, حسين منتظري كردي, مهدي ازوجي, بهبود تخمين سن از تصاوير پانوراميك دندان مبتني بر اصلاح كنتراست تصوير با روش آنتروپي مكاني, مهندسي برق و مهندسي كامپيوتر ايران, 19 : 127 - 135, 1400.

1399
ويدا حسن زاده, مهدي ازوجي, بهبود كنتراست تصاوير ماموگرام با حفظ شكل ضايعه مبتني بر تنظيم وفقي ضرايب فيلتر چندجمله اي غيرخطي, ماشين بينايي و پردازش تصوير, 7 : - , 1399.
ناصر صادق نژاد, مهدي ازوجي, رضا ابراهيم پور, مدل محاسباتي بازشناسي اشيا مبتني بر زمان با الهام از سامانه ي بينايي انسان, مهندسي پزشكي زيستي, 14 : 69 - 79, 1399.

1397
رسول حاجي زاده, علي آقاگل زاده, مهدي ازوجي, آموزش منيفلد با استفاده از تشكيل گراف منيفلد مبتني بر بازنمايي تنك, مهندسي برق و الكترونيك ايران, 15 : 81 - 95, 1397.
سوشيانت ذكرياپور, حميد جزايري, مهدي ازوجي, تشخيص سلول هاي ميتوزي در تصاوير بيوپسي پستان با كمك ماشين هاي يادگيري سريع, ماشين بينايي و پردازش تصوير, 5 : 127 - 138, 1397.

1396
بهاره مرادي, مهدي ازوجي, آشكارسازي پوياي پوست با استفاده از ويژگي هاي مبتني بر هيستوگرام دوبعدي, پردازش علائم و داده ها, 13 : 63 - 77, 1396.

1395
معصومه محسني, مهدي ازوجي, رضا قادري, قطعه بندي تصوير مبتني بر برش نرماليزه گراف از ديدگاه ميزان اطلاعات جداكننده, مهندسي برق دانشگاه تبريز, 46 : 303 - 310, 1395.

1394
يوكابد صدري, علي آقاگل زاده, مهدي ازوجي, ادغام تصاوير چندفوكوسه با استفاده از همدوسي فاز و خوشه بند ..., مهندسي برق دانشگاه تبريز, 45 : 117 - 127, 1394.
سحر ايرواني, مهدي ازوجي, بهبود وفقي كنتراست با استفاده از متعادل سازي بهينه ي هيستوگرام دوبعدي, ماشين بينايي و پردازش تصوير, 2 : 15 - 24, 1394.