MohammadHossein Givkashi

M.Sc. Computer Engineering - Artificial Intelligence and Robotics

Isfahan University of Technology
ISFAHAN, IRAN

Email: givkashi at gmail dot com

Biography

I received my B.Sc degree in Computer Software Engineering from Department of Electrival & Computer Engineering at the University of Kashan, and started my M.Sc. studying at the Isfahan University of Technology, majoring in Artificial Intelligence and Robotics.
I pursued a master's degree in artificial intelligence and robotics at Isfahan University of Technology. As a research assistant at the HaDIP laboratory, I worked on Image Inpainting, Image Retargeting and Medical Image Segmentation.

My research interests are Machine Learning, Deep Neural Networks, Computer Vision, GANs and Bio-medical Image Processing.

Publications [Google Scholar]

	Supervised Deep Learning for Content-Aware Image Retargeting with Fourier Convolutions. Accepted in Multimedia Tools and Applications, Springer Journal (Springer Journal), 2024. [paper][project page] arXiv preprint (arXiv), 2023. [paper][github]
	SFI-Swin: Symmetric Face Inpainting with Swin Transformer by Distinctly Learning Face Components Distributions. arXiv preprint (arXiv), 2023. [paper][project page][github]
	Focal-Unet: Unet-like Focal Modulation for Medical Image Segmentation. arXiv preprint (arXiv), 2022. [paper][project page][github]
	Aesthetic-aware image retargeting based on foreground–background separation and PSO optimization. Accepted in Multimedia Tools and Applications, Springer Journal (Springer Journal), 2022. [paper][github]
	Image Inpainting Using AutoEncoder and Guided Selection of Predicted Pixels. International Conference on Electrical Engineering (ICEE), 2022. [arxiv][IEEE]

Experience

Research Assistant, 06. 2020 - Now

The Isfahan University of Technology

Supervisor: Prof. Shadrokh Samavi

Teaching Assistant

2022	Fall	Deep Learning
2022	Spring	Machine Learning
2021	Fall	Deep Learning
2021	Fall	Database Laboratory
2021	Fall	Computational Intelligence