Education

  • PhD in Biomedical Engineering, 2016 - 2023

    Johns Hopkins University

  • MS in Biomedical Imaging, 2014 - 2015

    University of California, San Francisco

  • BS in Physics, 2009 - 2014

    Sharif University of Technology, Theran, Iran

Project Lead

Rather than aiming to one day restore natural vision, we might be better off thinking about how to create practical and useful artificial vision now.

Publications

We propose a Gaussian Process Regression (GPR) framework to predict perceptual thresholds at unsampled locations while leveraging uncertainty estimates to guide adaptive sampling.

Using an immersive VR system, we systematically evaluated two behavioral tasks under four raster patterns (horizontal, vertical, checkerboard, and random) and found checkerboard raster to be the most effective.