Search Results for author: Maria K. Y. Chan

Found 5 papers, 4 papers with code

Machine learning for interpreting coherent X-ray speckle patterns

1 code implementation15 Nov 2022 Mingren Shen, Dina Sheyfer, Troy David Loeffler, Subramanian K. R. S. Sankaranarayanan, G. Brian Stephenson, Maria K. Y. Chan, Dane Morgan

Speckle patterns produced by coherent X-ray have a close relationship with the internal structure of materials but quantitative inversion of the relationship to determine structure from images is challenging.

Plot2Spectra: an Automatic Spectra Extraction Tool

1 code implementation6 Jul 2021 Weixin Jiang, Eric Schwenker, Trevor Spreadbury, Kai Li, Maria K. Y. Chan, Oliver Cossairt

In scientific literature, XANES/Raman data are usually plotted in line graphs which is a visually appropriate way to represent the information when the end-user is a human reader.

Optical Flow Estimation Semantic Segmentation

EXSCLAIM! -- An automated pipeline for the construction of labeled materials imaging datasets from literature

1 code implementation19 Mar 2021 Eric Schwenker, Weixin Jiang, Trevor Spreadbury, Nicola Ferrier, Oliver Cossairt, Maria K. Y. Chan

Due to recent improvements in image resolution and acquisition speed, materials microscopy is experiencing an explosion of published imaging data.

Materials Imaging

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