Matheus Souza

Ph.D. candidate Computational Imaging KAUST

I’m a final-year Ph.D. candidate at KAUST, advised by Prof. Wolfgang Heidrich. My research combines end-to-end optics design with deep reconstruction algorithms, bringing optical elements into the computational loop. I work on minimalist cameras, deep learning for optical design, optics-aware computational photography, and computer vision. In 2025, I was a Research Scientist Intern at Meta Reality Labs.

I’m on the job market and available to start in early 2027.

Portrait of Matheus Souza

Experience

Publications

Google Scholar
Optical setup: scene, objective lens, DMD, relay lens and photodiode forming an optical encoder

Latent Space Imaging

Matheus Souza, Yidan Zheng, Kaizhang Kang, Yogeshwar Nath Mishra, Qiang Fu, Wolfgang Heidrich

CVPR 2025

A camera that captures directly into the latent space of a generative model, compressing by 1:100 to 1:1000 during capture while still supporting downstream face analysis, demonstrated on real hardware.

Education

Awards & Service

  • CEMSE Dean’s List Award, KAUST 2022, 2025
  • KAUST M.Sc./Ph.D. Fellowship 2020
  • Best Student Medal, UFRN 2020
  • Reviewer: CVPR, SIGGRAPH Asia, NeurIPS, IEEE TPAMI, IEEE TCI, IEEE TIP, Optics Letters, Optics Express