Enhancing scattering images for orientation recovery with diffusion map
Abstract
We explore the possibility for orientation recovery in single-molecule coherent diffractive imaging with diffusion map. This algorithm approximates the Laplace-Beltrami operator, which we diagonalize with a metric that corresponds to the mapping of Euler angles onto scattering images. While suitable for images of objects with specific properties we show why this approach fails for realistic molecules. Here, we introduce a modification of the form factor in the scattering images which facilitates the orientation recovery and should be suitable for all recovery algorithms based on the distance of individual images. (C) 2016 Optical Society of America
- Authors:
-
- Max-Planck-Institut fur Physik komplexer Systeme, Dresden (Germany)
- Max-Planck-Institut fur Physik komplexer Systeme, Dresden (Germany); SLAC National Accelerator Lab., Menlo Park, CA (United States)
- Publication Date:
- Research Org.:
- SLAC National Accelerator Lab., Menlo Park, CA (United States)
- Sponsoring Org.:
- USDOE Office of Science (SC)
- OSTI Identifier:
- 1256053
- Grant/Contract Number:
- AC02-76SF00515
- Resource Type:
- Accepted Manuscript
- Journal Name:
- Optics Express
- Additional Journal Information:
- Journal Volume: 24; Journal Issue: 4; Journal ID: ISSN 1094-4087
- Publisher:
- Optical Society of America (OSA)
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 72 PHYSICS OF ELEMENTARY PARTICLES AND FIELDS; pattern recognition, metrics; scattering theory; X-ray imaging
Citation Formats
Winter, Martin, Saalmann, Ulf, and Rost, Jan M. Enhancing scattering images for orientation recovery with diffusion map. United States: N. p., 2016.
Web. doi:10.1364/OE.24.003672.
Winter, Martin, Saalmann, Ulf, & Rost, Jan M. Enhancing scattering images for orientation recovery with diffusion map. United States. https://doi.org/10.1364/OE.24.003672
Winter, Martin, Saalmann, Ulf, and Rost, Jan M. Fri .
"Enhancing scattering images for orientation recovery with diffusion map". United States. https://doi.org/10.1364/OE.24.003672. https://www.osti.gov/servlets/purl/1256053.
@article{osti_1256053,
title = {Enhancing scattering images for orientation recovery with diffusion map},
author = {Winter, Martin and Saalmann, Ulf and Rost, Jan M.},
abstractNote = {We explore the possibility for orientation recovery in single-molecule coherent diffractive imaging with diffusion map. This algorithm approximates the Laplace-Beltrami operator, which we diagonalize with a metric that corresponds to the mapping of Euler angles onto scattering images. While suitable for images of objects with specific properties we show why this approach fails for realistic molecules. Here, we introduce a modification of the form factor in the scattering images which facilitates the orientation recovery and should be suitable for all recovery algorithms based on the distance of individual images. (C) 2016 Optical Society of America},
doi = {10.1364/OE.24.003672},
journal = {Optics Express},
number = 4,
volume = 24,
place = {United States},
year = {Fri Feb 12 00:00:00 EST 2016},
month = {Fri Feb 12 00:00:00 EST 2016}
}
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Cited by: 2 works
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