Amirreza Fateh

Amirreza Fateh

Ph.D. student of Artificial Intelligence & Robotics Group

School of Computer Engineering, Iran University of Science and Technology

About Me

I am Amirreza Fateh, head of research at CVLab SHUT, Shahrood University of Technology. Currently pursuing my Ph.D. thesis under Dr. Mohammadreza Mohammadi at IUST, Iran University of Science and Technology. My focus lies in advancing few-shot learning, image segmentation, and classification.

I have led the publication of five influential papers, with several more in progress. My research spans deep learning, machine learning, and image processing, contributing significantly to these fields with practical applications and theoretical insights.

Amirreza Fateh

Publications

* FusionLungNet: Multi-scale fusion convolution with refinement network for lung CT image segmentation

Biomedical Signal Processing and Control. Sep 1, 2025

* DA-COVSGNet: Double Attentional Network for COVID Severity Grading

International Journal of Engineering (IJE). July 1, 2025

* Enhancing few-shot image classification through learnable multi-scale embedding and attention mechanisms

Neural Networks. July 1, 2025

* Advancing Glaucoma Diagnosis Through Multi-Scale Feature Extraction and Cross-Attention Mechanisms in Optical Coherence Tomography Images

Engineering Reports. April 14, 2025

* Enhancing optical character recognition: Efficient techniques for document layout analysis and text line detection

Engineering Reports. Sep 1, 2024

* Advancing Multilingual Handwritten Numeral Recognition With Attention-Driven Transfer Learning

IEEE Acess. Mar 18, 2024

* Persian Printed Text Line Detection Based on Font Size

Multimedia Tools and Applications. Jan 19, 2023

* Providing a Voting-Based Method for Combining Deep Neural Network Outputs to Layout Analysis of Printed Documents

Journal of Machine Vision and Image Processing. Mar 21, 2022

* Multilingual Handwritten Numeral Recognition Using a Robust Deep Network Joint with Transfer Learning

Information Sciences. Dec 23, 2021

HONORS & AWARDS

2024 - The academically talented student of the country
Iran's National Elites Foundation
2023 - The academically talented student of the country
Iran's National Elites Foundation
2022 - The academically talented student of the country
Iran's National Elites Foundation
2021 - Accepting the master thesis in Seed Fund Program
Semnan Science & Technology Park
2021 - Distinguished Master's student
first rank with GPA of 19.34 among 27 students
2019 - Distinguished undergraduate student
Second rank with GPA of 18.8 among 109 students, 2019

Students and Researchers Under My Guidance in CVLab SHUT

Multimodal semantic segmentation, DeepLab v3

Mostafa Gholami (2023)
Ph.D. student

Brain tumor segmentation dataset creation.

Ms. Moaedi (2023)
Master's student

Image Reconstruction From fMRI

Ms. Chamanifar (2024)
Master's student

Adapting Segment Anything Model (SAM) for medical segmentation

Ms. Davarpanah (2024)
Master's student

Segmentation in Remote Sensing

Ms. Zarghani (2024)
Master's student

Optimizing segmentation tasks using Coati

Ms. Hosseini (2024)
Master's student

Assisted in creating a new brain tumor segmentation dataset

Yasin Rezvani (2023)
Bachelor's student

Melanoma skin cancer detection

Nasim Danaye Toos (2022-2024)
Graduated Master Degree

Hierarchical fruit damage rate analysis

Fatemeh Kamrannejad (2022-2024)
Graduated Master Degree

COVID-19 detection using chest X-ray

Mahdieh Sharifi Fakhim (2022-2024)
Graduated Master Degree

Multilingual handwritten numeral recognition

Reza Tahmasebi (2023-2024)
Bachelor's Project

Contact Me