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Nafiseh-Tofighi/README.md

Nafiseh Jabbari Tofighi

Deep Learning Specialist: Vision Focus

Contact Information

Profile

I am a dynamic and research-driven computer researcher with a Master's degree in Computer Science and Engineering from Koç University, specializing in Computer Vision and Deep Learning. My expertise includes developing innovative solutions for 360° Image and Video Processing, particularly in quality assessment and saliency prediction. I am proficient in Python programming and adept at leveraging cutting-edge techniques like Vision Transformers and Convolutional Neural Networks within PyTorch and other deep learning frameworks.

Education

  • M.Sc. in Computer Science and Engineering, Koç University
  • B.Sc. in Computer Science, Tabriz University

Skills

  • Programming Languages: Python, R, C/C++/C#, Matlab
  • Tools/Environments: Linux, git
  • Libraries/Frameworks: OpenCV, Dlib, PyTorch, Keras
  • Algorithms: Vision Transformers (ViT), Convolutional Neural Networks (CNN), Reinforcement Learning

Publications

  • Omnidirectional Image Quality Assessment with Local-Global Vision Transformers - Image and Vision Computing, 2024
  • ST360IQ: No-Reference Omnidirectional Image Quality Assessment with Spherical Vision Transformers - IEEE ICASSP, 2023

Feel free to connect with me on LinkedIn or explore my projects on GitHub.

Popular repositories Loading

  1. ST360IQ ST360IQ Public

    Pytorch implementation of "ST360IQ: NO-REFERENCE OMNIDIRECTIONAL IMAGE QUALITY ASSESSMENT WITH SPHERICAL VISION TRANSFORMERS"

    Python 10 2

  2. Digital-Image-And-Video-Processing Digital-Image-And-Video-Processing Public

    MATLAB 1

  3. SocialSense SocialSense Public

    Investigating the Correlation of Social Media Images on Users' Sentiments Towards Sociopolitical Events Based on Deep Artificial Intelligence

    Jupyter Notebook 1

  4. Nafiseh-Tofighi Nafiseh-Tofighi Public

    Config files for my GitHub profile.

  5. Machine-Learning Machine-Learning Public

    Python

  6. Python-In-A-Minute Python-In-A-Minute Public

    Python