301 citations · 345 across the 8 of their papers we have counts for
9 papers
Semi-supervised Large-scale Fiber Detection in Material Images with Synthetic Data
Lan Fu, Zhiyuan Liu, Jinlong Li +3
Accurate detection of large-scale, elliptical-shape fibers, including their parameters of center, orientation and major/minor axes, on the 2D cross-sectioned image slices is very i…
Towards Microstructural State Variables in Materials Systems
Veera Sundararaghavan, Megna N. Shah, Jeff P. Simmons
The vast combination of material properties seen in nature are achieved by the complexity of the material microstructure. Advanced characterization and physics based simulation tec…
Unsupervised Learning for Large-Scale Fiber Detection and Tracking in Microscopic Material Images
Hongkai Yu, Dazhou Guo, Zhipeng Yan +4
Constructing 3D structures from serial section data is a long standing problem in microscopy. The structure of a fiber reinforced composite material can be reconstructed using a tr…
Multi-resolution Data Fusion for Super-Resolution Electron Microscopy
Suhas Sreehari, S. V. Venkatakrishnan, Katherine L. Bouman +3
Perhaps surprisingly, the total electron microscopy (EM) data collected to date is less than a cubic millimeter. Consequently, there is an enormous demand in the materials and biol…
Plug-and-Play Priors for Bright Field Electron Tomography and Sparse Interpolation
Suhas Sreehari, S. V. Venkatakrishnan, Brendt Wohlberg +3
Many material and biological samples in scientific imaging are characterized by non-local repeating structures. These are studied using scanning electron microscopy and electron to…
Statistical Estimation and Clustering of Group-invariant Orientation Parameters
Yu-Hui Chen, Dennis Wei, Gregory Newstadt +3
We treat the problem of estimation of orientation parameters whose values are invariant to transformations from a spherical symmetry group. Previous work has shown that any such gr…