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

9 citations · 16 across the 5 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.IR2021★ 9 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★ 6 cited

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★ 1 cited

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…