78 citations · 78 across the 3 of their papers we have counts for
3 papers
cs.CV2021★ 78 cited
Deep learning enables reference-free isotropic super-resolution for volumetric fluorescence microscopy
Hyoungjun Park, Myeongsu Na, Bumju Kim +4
Volumetric imaging by fluorescence microscopy is often limited by anisotropic spatial resolution from inferior axial resolution compared to the lateral resolution. To address this…
eess.IV2019
CycleGAN with a Blur Kernel for Deconvolution Microscopy: Optimal Transport Geometry
Sungjun Lim, Hyoungjun Park, Sang-Eun Lee +2
Deconvolution microscopy has been extensively used to improve the resolution of the wide-field fluorescent microscopy, but the performance of classical approaches critically depend…
cs.LG2019
Blind Deconvolution Microscopy Using Cycle Consistent CNN with Explicit PSF Layer
Sungjun Lim, Sang-Eun Lee, Sunghoe Chang +1
Deconvolution microscopy has been extensively used to improve the resolution of the widefield fluorescent microscopy. Conventional approaches, which usually require the point sprea…