I am currently a 3rd year Ph.D. student at the University of Maryland, advised by Christopher Metzler. Previously, I obtained my Bachelor degree from Washington University in St. Louis, advised by Ulugbek Kamilov and Brendt Wohlberg.
I am broadly interested in computer vision, with a focus on computational photography, computational imaging, and low-level to mid-level vision. I am actively looking for research internships for 2024.
A novel single-shot HDR imaging methodology using a polarization camera, achieving 4dB improvement over software-only baselines.
Neural signal representations enable breakthroughs in correcting for severe time-varying wavefront aberrations caused by scattering media.
Training GAN only on blurry images from a single scene to recover a sharp image without estimating the blur kernels or acquiring a large labelled dataset.
Learning the computed tomography measurement field by mapping X-ray angles to corresponding pixel values using implicit neural representation.
A regularization by denoising approach for image reconstruction tasks where there exist parametric uncertainties in the imaging forward model.
Using semantic signing for image verification against deep fake attacks.