5 citations · 9 across the 3 of their papers we have counts for
3 papers
eess.IV2020★ 5 cited
Async-RED: A Provably Convergent Asynchronous Block Parallel Stochastic Method using Deep Denoising Priors
Yu Sun, Jiaming Liu, Yiran Sun +2
Regularization by denoising (RED) is a recently developed framework for solving inverse problems by integrating advanced denoisers as image priors. Recent work has shown its state-…
eess.IV2020★ 4 cited
Deep Image Reconstruction using Unregistered Measurements without Groundtruth
Weijie Gan, Yu Sun, Cihat Eldeniz +3
One of the key limitations in conventional deep learning based image reconstruction is the need for registered pairs of training images containing a set of high-quality groundtruth…
eess.IV2020
Boosting the Performance of Plug-and-Play Priors via Denoiser Scaling
Xiaojian Xu, Jiaming Liu, Yu Sun +2
Plug-and-play priors (PnP) is an image reconstruction framework that uses an image denoiser as an imaging prior. Unlike traditional regularized inversion, PnP does not require the…