Learning to Describe Scenes via Privacy-aware Designed Optical Lens
Journal on IEEE Transactions on Computational Imaging
Professional Summary
I’m a first-year PhD student in Computer Science at the University of Southern California, Los Angeles. Pumped about computational imaging, medical imaging, and deep learning. Before grad school I worked as a Junior Research Scientist at Ubicept (2024–2025) on SPAD-based imaging. I earned my BS in Systems Engineering from Universidad Industrial de Santander, in Colombia, where I was part of the High Dimensional Signal Processing research group (HDSP).
Education
BS Systems Engineering
Universidad Industrial de Santander
First-year PhD in Computer Science
University of Southern California
Interests
Artificial Intelligence
Computer Vision
Computational Imaging
Featured Publications
Automated Chronic Wounds Medical Assessment and Tracking Framework Based on Deep Learning
Journal on Elsevier: Computers in Biology and Medicine
Recent Publications
(2024).
Learning to Describe Scenes via Privacy-aware Designed Optical Lens.
IEEE TCI.
(2024).
Learning to Describe Scenes via Privacy-aware Optical Lens.
LatinX CVPR 2024.
(2023).
Automated Chronic Wounds Medical Assessment and Tracking Framework Based on Deep Learning.
Elsevier: Computers in Biology and Medicine.
(2022).
Optics lens design for privacy-preserving scene captioning.
In ICIP 2022.
(2020).
Snapshot compressive spectral video via a monocular optical system.
In IEEE ColCACI 2020.