Feature extraction via similarity search: application to atom finding and denoising in electron and scanning probe microscopy imaging
10.13139/OLCF/1463696Datasets (raw data, intermediate results, and final results) and Jupyter notebooks as part of the following journal publication: Feature extraction via similarity search: application to atom finding and denoising in electron and scanning probe microscopy imaging Suhas Somnath, Christopher R. Smith, Sergei V. Kalinin, Miaofang Chi, Albina Borisevich, Nicholas Cross, Gerd Duscher and Stephen Jesse Advanced Structural and Chemical Imaging, 2018, 4:3 https://doi.org/10.1186/s40679-018-0052-y
Published: 2018-08-09 16:33:01 Download DatasetDataset Properties
Field | Value |
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Project Identifier | STF011 |
Dataset Type | ND Numeric Data |
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Software Needed | python 2.7 or 3.4+, with software packages: numpy, scipy, scikit-learn, scikit-image, h5py, matplotlib, pyUSID, pycroscopy |
Originating Organizations | Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States) |
Sponsoring Organizations | Office of Science (SC), Advanced Scientific Computing Research (ASCR) (SC-21) |
DOE Contract | DEAC0500OR22725 |
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Acknowledgements
Papers using this dataset are requested to include the following text in their acknowledgements:
*Support for 10.13139/OLCF/1463696 is provided by the U.S. Department of Energy, project STF011 under Contract DEAC0500OR22725. This research used resources of the Oak Ridge Leadership Computing Facility, which is a DOE Office of Science User Facility.