Ali Almuallem

An Electrical & Computer Engineering Ph.D. student in the Intelligent Imaging Lab at Purdue University.

I obtained my undergraduate degree in Computer Science at Arizona State University, Tempe.

Email: last_name.first_name@gmail.com  /  CV  /  Twitter  /  LinkedIn

profile photo
Research Interests

I'm interested in Computational Photography/Imaging, Computer Vision, and deep learning applications in these domains. Within these fields, I have a special interest in Implicit Neural Representations (INRs).



Research Expereinces
 INSAS: Implicit Neural Synthetic Aperture Sonar, using INRs to reconstruct sonar images from sparse measurements
Ali Almuallem, Albert Reed, Suren Jayasuriya
In-progress project, 2022 - 2023

This is an on-going project with potential publication later in 2022-2023. A pre-print will be available by mid-January 2023.

Using Batched Rays to Enable Higher Resolution Reconstruction of Computed Tomography
Ali Almuallem, Albert Reed, Suren Jayasuriya
Fulton Undergraduate Research Initiative (FURI), 2022.
Project page / Poster

We proposed a method to overcome the memory bottlenick when working with INRs for Computed Tomography reconstruction tasks.

Frequency-based Implicit Neural Rendering
Ali Almuallem, Wolfgang Heidrich
In-progress project, 2022 - 2023

This is an on-going project with Prof. Wolfgang Heidrich and KAUST

Latest Updates

- 2023, AUG: I joined the Intelligent Imaging Lab at Purdue University as a doctoral student with Prof. Stanley H. Chan.

- 2023, APR: I was awarded the Inspiring Global Citizen Award by ASU for the graduating class of spring 2023.

- 2022, DEC: I was selected for and was awarded the FURI research funding for spring 2023.

- 2022, MAY: I started a research internship with Prof. Wolfgang Heidrich.

- 2022, APR: I presented my work on batched rays CT in the FURI symposium. Project | Image

- 2021, DEC: I was selected for and was awareded the FURI research funding for spring 2022.

- 2021, AUG: I joined the Imaging Lyceum Lab at ASU to work with Prof. Suren Jayasuriya

- 2021, JUN: I was selected to participate in the SSI summer research internship with Prof. Peter Wonka at KAUST.

- 2020, AUG: I joined Arizona State University for my undergraduate degree in Computer Science.

- 2019, AUG: I joined Seattle Central College to finish my math, physics, and basic general classes.

Notable Classes

- EEE598: Physics-based Computer Vision (Grad-level)

- EEE598: Remote Sensing and Synthetic Aperture Imaging (Grad-level)

- CSE499: Independent research in Computed Tomography reconstruction using Implicit Neural Representations.

- CSE494/570: Advanced Computer Graphics (Grad-level).
Languages

- Python

- Java

- C++.

- Familiar with: HTML, Javascript, MATLAB, and C.
Courses

- First Principles of Computer Vision - Specialization, Columbia University

- Artificial Intelligence with Python Nanodegree, Udacity
Hiking Kilimanjaro, Tanzania. June 2019

~3500M ASL, Mount Kilimanjaro, Tanzania . June 2019. (c) Ali Almuallem.


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