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).

I currently work on wavefront estimation (a.k.a. phase retrieval) problems for aberrations corrections.



Research Expereinces
 INSAS: Implicit Neural Synthetic Aperture Sonar, using INRs to reconstruct sonar images from sparse measurements
Ali Almuallem
An undergraduate class project, 2022-2023
Project paper.

Using an INR to reconstruct circular SAS images from sparse measurements.

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
Summer Research Project, 2022 - 2023

A summer research 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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