Here are the links for a Nickel EBSD test pattern dictionary. There are two dictionary files, EBSDDictionary_100.h5 and EBSDDictionary_50.h5 one generated with a cubochoric sampling of N=100 samples along the cubic semi axis, the other with N=50. The first data set has a total of 333,227 patterns, the second one consists of a total of …
Category: Uncategorized
Sep 15
3D Model-Based Iterative Reconstruction for Synchrotron Tomography
Introduction and Theory Synchrotron based X-ray tomography is widely used for three dimensional imaging of material samples. Typically, reconstructions are done using analytical reconstruction techniques such as filtered back projection (FBP) or Fourier reconstruction methods like gridrec. However, direct reconstruction of synchrotron data typically result in strong ring and streak artifacts in the reconstruction. The …
Aug 28
Model-Based Dynamic Sampling
Introduction The goal of our research is to build a dynamic image sampling framework where only the most informative pixels are sampled in order to get the highest fidelity image with the least number of samples. Our algorithm, which we call Model Based Dynamic Sampling (MBDS) [1], is based on the principals of Bayesian Experimental …