Research

IEEE TVCG (CVM 2025), Best Paper Award. Reconstructs the shape and true surface color of an unknown object from a single video of a hand handling it.

ACCV 2022, with Samsung Research America. From one photo of a person, rebuilds each layer of clothing as separate 3D surfaces that never pass through each other.

IEEE IEMTRONICS 2020. A GAN that hides who is in a face image while keeping expression and other non-identifying information.

IEMGraph 2018, Springer. My part: a Broad Learning System that keeps adding its own enhancement layers until accuracy stops improving, applied to finding changed pixels in aerial images.

NCVPRIPG 2017, Springer, 100+ citations. Fine-tuning an object detector only on rendered images more than doubled its accuracy on real photos.