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 Electrical & 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),(Q1) 2024.

[paper][project page] arXiv preprint (arXiv), 2023.

SFI-Swin: Symmetric Face Inpainting with Swin Transformer by Distinctly Learning Face Components Distributions.
arXiv preprint (arXiv), 2023.

[paper][project page]

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][github]

Experience

  • Research Assistant,   06. 2020 - Now

        The Isfahan University of Technology

        Supervisor: Prof. Shadrokh Samavi

  • Teaching Assistant

    2022FallDeep Learning
    2022SpringMachine Learning
    2021FallDeep Learning
    2021FallDatabase Laboratory
    2021FallComputational Intelligence


    © Givkashi | Last updated: Aug 2024