期刊
IMAGING SCIENCE JOURNAL
卷 64, 期 1, 页码 50-56出版社
TAYLOR & FRANCIS LTD
DOI: 10.1080/13682199.2015.1123343
关键词
Single molecule localisation; Fluorescent image de-noising; Gaussian Mask; PSF
资金
- National Science Foundation of China (NSFC) [11104354]
- Fundamental Research Funds for the Central Universities [14CX02204A, 12CX04063A]
- Science and Technology Development Program of Qingdao [15-9-1-92-jch, 15-9-1-19-jch]
We introduce a technique of fast single molecule localisation including image de-noising and Gaussian mask sub-pixel refinement (IDGM) with the characteristics of simplicity, great computational efficiency as well as high accuracy and precision. The image de-noising corrects images suffering from background and shot noise, and the Gaussian mask is used to derive the centres of single molecules with sub-pixel resolution. We quantitatively evaluate the performance of IDGM compared to two-dimensional direct Gaussian fitting (2DDGF) on 1000 simulated images at variable signal-to-noise ratios (SNRs), where the single molecule diffraction spot is simulated as a point spread function distribution. It is shown that IDGM performs better than 2DDGF in terms of accuracy and precision for all tested SNRs. In addition, the execution time is shorted by one order of magnitude, making the IDGM algorithm suitable for localising single molecules especially for on-line or time-critical applications.
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