mahdieh.mirmahdi1995@gmail.com

Hello and welcome to my personal website!

I am an AI researcher with a strong interest in Deep Learning. I am passionate about using this powerful tool to solve real-world problems, and I have experience applying it to fields such as Computer Vision .

I graduated with a M.Sc in Computer Engineering-Artificial Intelligence and Robotics from the University of Isfahan in 2021, supervised by professor Amirhassan Monajemi. I also received my B.Sc in Computer Science from the University of Isfahan in 2017.

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IRL-Net: Inpainted Region Localization Network via Spatial Attetion

Amir Etefaghi Daryani*, Mahdieh Mirmahdi*, Ahmad Hassanpour*, Hatef Otroshi Shahreza, Bian Yang
To be Submitted, Jun 2023

This paper aims to address the problem of localizing manipulated regions generated by inpainting methods by using residual blocks and attention mechanism.

E2F-GAN:Eyes-to-Face Inpainting via Edge-aware Coarse-to-Fine GANs

Ahmad Hassanpour*, Amir Etefaghi Daryani*, Mahdieh Mirmahdi*, Kiran Raja, Bian Yang, Christoph Busch, and Julian Fierrez
published in IEEE Access, March 2022

This paper aims to reconstruct the face based on the periocular region using two GAN-based modules and an edge predictor.
Video Semantic Segmentation using HRNet and Attention Mechanism
Mahdieh Mirmahdi, Amirhassan Monadjemi, Hossein Karshenas

This project improves Video Semantic Segmentation by leveraging the High-Resolution Neural Network and the attention mechanism.


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