65 citations · 99 across the 4 of their papers we have counts for
4 papers
DC-cycleGAN: Bidirectional CT-to-MR Synthesis from Unpaired Data
Jiayuan Wang, Q. M. Jonathan Wu, Farhad Pourpanah
Magnetic resonance (MR) and computer tomography (CT) images are two typical types of medical images that provide mutually-complementary information for accurate clinical diagnosis…
Road Network Reconstruction from Satellite Images with Machine Learning Supported by Topological Methods
Tamal K. Dey, Jiayuan Wang, Yusu Wang
Automatic Extraction of road network from satellite images is a goal that can benefit and even enable new technologies. Methods that combine machine learning (ML) and computer visi…
Graph Reconstruction by Discrete Morse Theory
Tamal K. Dey, Jiayuan Wang, Yusu Wang
Recovering hidden graph-like structures from potentially noisy data is a fundamental task in modern data analysis. Recently, a persistence-guided discrete Morse-based framework to…
Declutter and Resample: Towards parameter free denoising
Mickaël Buchet, Tamal K. Dey, Jiayuan Wang +1
In many data analysis applications the following scenario is commonplace: we are given a point set that is supposed to sample a hidden ground truth in a metric space, but it go…