The Secrets of Non-Blind Poisson Deconvolution

A Gnanasambandam, Y Sanghvi… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Non-blind image deconvolution has been studied for several decades but most of the
existing work focuses on blur instead of noise. In photon-limited conditions, however, the …

Fast and Physically Enriched Deep Network for Joint Low-Light Enhancement and Image Deblurring

T Hoang, J McElvain, V Monga - ICASSP 2024-2024 IEEE …, 2024 - ieeexplore.ieee.org
Joint low-light enhancement and deblurring is a challenging imaging inverse problem that
estimates clean images from photography corrupted by both low-light and blurring artifacts …