173 citations · 237 across the 6 of their papers we have counts for
5 papers
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…
Universal Deep Beamformer for Variable Rate Ultrasound Imaging
Shujaat Khan, Jaeyoung Huh, Jong Chul Ye
Ultrasound (US) imaging is based on the time-reversal principle, in which individual channel RF measurements are back-propagated and accumulated to form an image after applying spe…
Understanding Geometry of Encoder-Decoder CNNs
Jong Chul Ye, Woon Kyoung Sung
Encoder-decoder networks using convolutional neural network (CNN) architecture have been extensively used in deep learning literatures thanks to its excellent performance for vario…
Deep Residual Learning for Compressed Sensing CT Reconstruction via Persistent Homology Analysis
Yo Seob Han, Jaejun Yoo, Jong Chul Ye
Recently, compressed sensing (CS) computed tomography (CT) using sparse projection views has been extensively investigated to reduce the potential risk of radiation to patient. How…
Compressive MUSIC: A Missing Link Between Compressive Sensing and Array Signal Processing
Jong Min Kim, Ok Kyun Lee, Jong Chul Ye
The multiple measurement vector (MMV) problem addresses the identification of unknown input vectors that share common sparse support. Even though MMV problems had been traditionall…