Fast and high-accuracy localization for three-dimensional single-particle tracking.

Abstract:

:We report a non-iterative localization algorithm that utilizes the scaling of a three-dimensional (3D) image in the axial direction and focuses on evaluating the radial symmetry center of the scaled image to achieve the desired single-particle localization. Using this approach, we analyzed simulated 3D particle images by wide-field microscopy and confocal microscopy respectively, and the 3D trajectory of quantum dots (QDs)-labeled influenza virus in live cells. Both applications indicate that the method can achieve 3D single-particle localization with a sub-pixel precision and sub-millisecond computation time. The precision is almost the same as that of the iterative nonlinear least-squares 3D Gaussian fitting method, but with two orders of magnitude higher computation speed. This approach can reduce considerably the time and costs for processing the large volume data of 3D images for 3D single-particle tracking, which is especially suited for 3D high-precision single-particle tracking, 3D single-molecule imaging and even new microscopy techniques.

journal_name

Sci Rep

journal_title

Scientific reports

authors

Liu SL,Li J,Zhang ZL,Wang ZG,Tian ZQ,Wang GP,Pang DW

doi

10.1038/srep02462

subject

Has Abstract

pub_date

2013-01-01 00:00:00

pages

2462

issn

2045-2322

pii

srep02462

journal_volume

3

pub_type

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