4.8 Article

Rapid, accurate particle tracking by calculation of radial symmetry centers

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NATURE METHODS
卷 9, 期 7, 页码 724-U291

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NATURE PUBLISHING GROUP
DOI: 10.1038/NMETH.2071

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  1. US National Science Foundation [0746038, 1006171]
  2. Direct For Mathematical & Physical Scien
  3. Division Of Materials Research [1006171] Funding Source: National Science Foundation
  4. Direct For Mathematical & Physical Scien
  5. Division Of Materials Research [0746038] Funding Source: National Science Foundation

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I introduce an algorithm for subpixel localization of imaged objects based on an analytic, non-iterative calculation of the best-fit radial symmetry center. This approach yields tracking accuracies that are near theoretical limits, similarly to Gaussian fitting, but with orders-of-magnitude faster execution time, lower sensitivity to nearby particles and applicability to any radially symmetric intensity distribution. I demonstrate the method with several types of data, including super-resolution microscopy images.

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