MohammadHossein GivkashiM.Sc. Computer Engineering - Artificial Intelligence and Robotics
Isfahan University of Technology |
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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.
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. |
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SFI-Swin: Symmetric Face Inpainting with Swin Transformer by Distinctly Learning Face Components Distributions. arXiv preprint (arXiv), 2023. |
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Focal-Unet: Unet-like Focal Modulation for Medical Image Segmentation. arXiv preprint (arXiv), 2022. [paper][project page][github] |
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Aesthetic-aware image retargeting based on foreground–background separation and PSO optimization. Accepted in Multimedia Tools and Applications, Springer Journal (Springer Journal), 2022. |
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Image Inpainting Using AutoEncoder and Guided Selection of Predicted Pixels. International Conference on Electrical Engineering (ICEE), 2022. |
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    The Isfahan University of Technology
    Supervisor: Prof. Shadrokh Samavi
2022 | Fall | Deep Learning |
2022 | Spring | Machine Learning |
2021 | Fall | Deep Learning |
2021 | Fall | Database Laboratory |
2021 | Fall | Computational Intelligence |