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

9 citations · 9 across the 3 of their papers we have counts for

collaborators

5 papers

cs.CV2021

Plot2Spectra: an Automatic Spectra Extraction Tool

Weixin Jiang, Eric Schwenker, Trevor Spreadbury +3

Different types of spectroscopies, such as X-ray absorption near edge structure (XANES) and Raman spectroscopy, play a very important role in analyzing the characteristics of diffe…

cond-mat.mtrl-sci2021

Ingrained -- An automated framework for fusing atomic-scale image simulations into experiments

Eric Schwenker, V. S. Chaitanya Kolluru, Jinglong Guo +7

To fully leverage the power of image simulation to corroborate and explain patterns and structures in atomic resolution microscopy (e.g., electron and scanning probe), an initial c…

cs.IR20219 cited

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

Eric Schwenker, Weixin Jiang, Trevor Spreadbury +3

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

cs.CV2021

A Two-stage Framework for Compound Figure Separation

Weixin Jiang, Eric Schwenker, Trevor Spreadbury +3

Scientific literature contains large volumes of complex, unstructured figures that are compound in nature (i.e. composed of multiple images, graphs, and drawings). Separation of th…

cs.CV2019

Semantic Segmentation for Compound figures

Weixin Jiang, Eric Schwenker, Maria Chan +1

Scientific literature contains large volumes of unstructured data,with over 30\% of figures constructed as a combination of multiple images, these compound figures cannot be analyz…