Hostname: page-component-78c5997874-xbtfd Total loading time: 0 Render date: 2024-11-13T02:56:19.410Z Has data issue: false hasContentIssue false
  • English
  • Français

Constructing Self-Labeled Materials Imaging Datasets from Open Access Scientific Journals with EXSCLAIM!

Published online by Cambridge University Press:  30 July 2020

Eric Schwenker ,
Weixin Jiang ,
Trevor Spreadbury ,
Sarah O'Brien ,
Nicola Ferrier ,
Oliver Cossairt  and
Maria Chan
Eric Schwenker
Affiliation:
Northwestern University, Evanston, Illinois, United States
Weixin Jiang
Affiliation:
Northwestern University, Evanston, Illinois, United States
Trevor Spreadbury
Affiliation:
Center for Nanoscale Materials, Lemont, Illinois, United States
Sarah O'Brien
Affiliation:
Northwestern University, Evanston, Illinois, United States
Nicola Ferrier
Affiliation:
Argonne National Laboratory, Lemont, Illinois, United States
Oliver Cossairt
Affiliation:
Northwestern University, Evanston, Illinois, United States
Maria Chan
Affiliation:
Argonne National Laboratory, Lemont, Illinois, United States

Abstract

An abstract is not available for this content so a preview has been provided. As you have access to this content, a full PDF is available via the ‘Save PDF’ action button.
Image of the first page of this content. For PDF version, please use the ‘Save PDF’ preceeding this image.'
Type
Advances in Modeling, Simulation, and Artificial Intelligence in Microscopy and Microanalysis for Physical and Biological Systems
Information
Microscopy and Microanalysis , Volume 26 , Supplement S2 , August 2020 , pp. 3096 - 3097
Check for updates
Copyright
Copyright © Microscopy Society of America 2020

References

Schroff, F., Criminisi, A., and Zisserman, A., “Harvesting image databases from the web,” IEEE Trans. Pattern Anal. Mach. Intell., vol. 33, no. 4, pp. 754–766, 2010.10.1109/TPAMI.2010.133CrossRefGoogle Scholar
Li, L.-J. and Fei-Fei, L., “Optimol: automatic online picture collection via incremental model learning,” Int. J. Comput. Vis., vol. 88, no. 2, pp. 147–168, 2010.10.1007/s11263-009-0265-6CrossRefGoogle Scholar
Hua, X.-S. and Li, J., “Prajna: Towards recognizing whatever you want from images without image labeling,” in Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015.Google Scholar
Yao, Y., et al., “Towards Automatic Construction of Diverse, High-quality Image Datasets,” IEEE Trans. Knowl. Data Eng., 2019.Google Scholar
Lee, P.-S., West, J. D., and Howe, B., “Viziometrics: Analyzing Visual Information in the Scientific Literature,” IEEE Trans. Big Data, 2017.Google Scholar
Jiang, et al. “Semantic Segmentation for Compound Figures”, arXiv preprint arXiv:1912.07142, 2019.Google Scholar
https://spacy.io/Google Scholar
Mastria, R. et al. . “In-plane Aligned Colloidal 2D WS 2 Nanoflakes for Solution-Processable Thin Films with High Planar Conductivity.” Sci. Rep. 2019,10.1038/s41598-019-45192-1CrossRefGoogle Scholar