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Title: Feature extraction via similarity search: application to atom finding and denoising in electron and scanning probe microscopy imaging

Authors:
ORCiD logo; ; ; ; ; ; ;
Publication Date:
Sponsoring Org.:
USDOE Office of Science (SC), Basic Energy Sciences (BES) (SC-22)
OSTI Identifier:
1423378
Resource Type:
Published Article
Journal Name:
Advanced Structural and Chemical Imaging
Additional Journal Information:
Journal Name: Advanced Structural and Chemical Imaging Journal Volume: 4 Journal Issue: 1; Journal ID: ISSN 2198-0926
Publisher:
Springer Science + Business Media
Country of Publication:
Germany
Language:
English

Citation Formats

Somnath, Suhas, Smith, Christopher R., Kalinin, Sergei V., Chi, Miaofang, Borisevich, Albina, Cross, Nicholas, Duscher, Gerd, and Jesse, Stephen. Feature extraction via similarity search: application to atom finding and denoising in electron and scanning probe microscopy imaging. Germany: N. p., 2018. Web. doi:10.1186/s40679-018-0052-y.
Somnath, Suhas, Smith, Christopher R., Kalinin, Sergei V., Chi, Miaofang, Borisevich, Albina, Cross, Nicholas, Duscher, Gerd, & Jesse, Stephen. Feature extraction via similarity search: application to atom finding and denoising in electron and scanning probe microscopy imaging. Germany. doi:10.1186/s40679-018-0052-y.
Somnath, Suhas, Smith, Christopher R., Kalinin, Sergei V., Chi, Miaofang, Borisevich, Albina, Cross, Nicholas, Duscher, Gerd, and Jesse, Stephen. Thu . "Feature extraction via similarity search: application to atom finding and denoising in electron and scanning probe microscopy imaging". Germany. doi:10.1186/s40679-018-0052-y.
@article{osti_1423378,
title = {Feature extraction via similarity search: application to atom finding and denoising in electron and scanning probe microscopy imaging},
author = {Somnath, Suhas and Smith, Christopher R. and Kalinin, Sergei V. and Chi, Miaofang and Borisevich, Albina and Cross, Nicholas and Duscher, Gerd and Jesse, Stephen},
abstractNote = {},
doi = {10.1186/s40679-018-0052-y},
journal = {Advanced Structural and Chemical Imaging},
number = 1,
volume = 4,
place = {Germany},
year = {2018},
month = {3}
}

Journal Article:
Free Publicly Available Full Text
Publisher's Version of Record
DOI: 10.1186/s40679-018-0052-y

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Works referenced in this record:

Microscopy: Hasten high resolution
journal, November 2014

  • Pennycook, Stephen J.; Kalinin, Sergei V.
  • Nature, Vol. 515, Issue 7528
  • DOI: 10.1038/515487a

Spontaneous Vortex Nanodomain Arrays at Ferroelectric Heterointerfaces
journal, February 2011

  • Nelson, Christopher T.; Winchester, Benjamin; Zhang, Yi
  • Nano Letters, Vol. 11, Issue 2
  • DOI: 10.1021/nl1041808

Two-Dimensional Transition Metal Dichalcogenides under Electron Irradiation: Defect Production and Doping
journal, July 2012


How the doors to the nanoworld were opened
journal, October 2006


Interplay of Octahedral Tilts and Polar Order in BiFeO 3 Films
journal, March 2013


7 × 7 Reconstruction on Si(111) Resolved in Real Space
journal, January 1983


Direct Observation of Atomic Dynamics and Silicon Doping at a Topological Defect in Graphene
journal, June 2014

  • Yang, Zhiqing; Yin, Lichang; Lee, Jaekwang
  • Angewandte Chemie International Edition, Vol. 53, Issue 34
  • DOI: 10.1002/anie.201403382

True molecular resolution in liquid by frequency-modulation atomic force microscopy
journal, May 2005

  • Fukuma, Takeshi; Kobayashi, Kei; Matsushige, Kazumi
  • Applied Physics Letters, Vol. 86, Issue 19
  • DOI: 10.1063/1.1925780

Manipulating low-dimensional materials down to the level of single atoms with electron irradiation
journal, September 2017


Suppression of Octahedral Tilts and Associated Changes in Electronic Properties at Epitaxial Oxide Heterostructure Interfaces
journal, August 2010


Towards 3D Mapping of BO 6 Octahedron Rotations at Perovskite Heterointerfaces, Unit Cell by Unit Cell
journal, July 2015


Phases and Interfaces from Real Space Atomically Resolved Data: Physics-Based Deep Data Image Analysis
journal, August 2016


Spatially Resolved Mapping of Oxygen Reduction/Evolution Reaction on Solid-Oxide Fuel Cell Cathodes with Sub-10 nm Resolution
journal, April 2013

  • Kumar, Amit; Leonard, Donovan; Jesse, Stephen
  • ACS Nano, Vol. 7, Issue 5
  • DOI: 10.1021/nn303239e

Atomic Force Microscope
journal, March 1986


Observation of Transient Structural-Transformation Dynamics in a Cu2S Nanorod
journal, July 2011


Direct Observation of Dopant Atom Diffusion in a Bulk Semiconductor Crystal Enhanced by a Large Size Mismatch
journal, October 2014


Controlled manipulation of single atoms and small molecules using the scanning tunnelling microscope: Controlled manipulation of single atoms and small molecules using STM
journal, July 2013

  • Morgenstern, Karina; Lorente, Nicolas; Rieder, Karl-Heinz
  • physica status solidi (b), Vol. 250, Issue 9
  • DOI: 10.1002/pssb.201248392

Chemically induced Jahn–Teller ordering on manganite surfaces
journal, July 2014

  • Gai, Zheng; Lin, Wenzhi; Burton, J. D.
  • Nature Communications, Vol. 5, Issue 1
  • DOI: 10.1038/ncomms5528

Differential phase-contrast microscopy at atomic resolution
journal, June 2012

  • Shibata, Naoya; Findlay, Scott D.; Kohno, Yuji
  • Nature Physics, Vol. 8, Issue 8
  • DOI: 10.1038/nphys2337

Atomic-scale study of electric dipoles near charged and uncharged domain walls in ferroelectric films
journal, December 2007

  • Jia, Chun-Lin; Mi, Shao-Bo; Urban, Knut
  • Nature Materials, Vol. 7, Issue 1
  • DOI: 10.1038/nmat2080

Unit-cell scale mapping of ferroelectricity and tetragonality in epitaxial ultrathin ferroelectric films
journal, December 2006

  • Jia, Chun-Lin; Nagarajan, Valanoor; He, Jia-Qing
  • Nature Materials, Vol. 6, Issue 1
  • DOI: 10.1038/nmat1808

Informatics and data science in materials microscopy
journal, June 2017


Local crystallography analysis for atomically resolved scanning tunneling microscopy images
journal, September 2013


Imaging Atomic Rearrangements in Two-Dimensional Silica Glass: Watching Silica's Dance
journal, October 2013