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almuallem/README.md

Ali Almuallem

Computer Scinece, BS. Arizona State University, Tempe. Expected Graduation: May 2023.

πŸ€– Fields of Interests

  • Computer Vision, and Computational Imaging.

πŸ•΅πŸ½β€β™‚οΈ Research Experiences

Instituion Topic Avisor Period Poster or publication
King Abdullah University of Science and Technology (KAUST) Implicit neural rendering for inverse problems in imaging Wolfgang Heidrich May 2022 - August 2022
Arizona State University, Tempe Improving the resolution and quality of computed tomography (CT) with implicit neural networks Suren Jayasuriya Aug 2021 - Present Poster
King Abdullah University of Science and Technology (KAUST) Expirementing with implicit neural networks, Fourier features mapping, and a brief work on Computed Tomography Peter Wonka Jun 2021 - Aug 2021

πŸ§‘β€πŸ« Notable Classes and Courses

Classes

  • EEE598: Physics-based Computer Vision (grad-level)
  • EEE598: Remote Sensing and Synthetic Aperture Imaging (grad-level)
  • CSE499: Independent instruction (Independent Research in Computed Tomography Reconstruction Using Implicit Neural Representations)

Courses

  • First Principles of Computer Vision - Specialization, Columbia University In Progress
  • Neural Networks and Deep Learning, DeepLearning.ai
  • Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization, DeepLearning.ai
  • Artificial Intelligence with Python Nanodegree, Udacity
  • Applied Mathematics, Computational Sciences, and Statistics School, KAUST

Projects

  • Radon Transform Tutorial - Sparse and Limited Angle CT Reconstruction (Demo)
  • More cool stuff coming soon... πŸ‘¨πŸ½β€πŸ’»

picture

Above 3500M, Kilimanjaro mountain, Tanzania πŸ‡ΉπŸ‡Ώ. June 2019. (c) Ali Almuallem.

LinkedIn

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  1. radonTransformTutoorial radonTransformTutoorial Public

    A simple tutorial of the infamous Radon transform for computed tomography (CT) applications with sparse and limited angle scenarios.

    Jupyter Notebook 1

  2. almuallem almuallem Public

  3. rayTracing rayTracing Public

    C++