SNSMIL, a real-time single molecule identification and localization algorithm for super-resolution fluorescence microscopy
文献类型：期刊论文
| 作者 | Tang, YQ; Dai, LR; Zhang, XM; Li, JB; Hendriks, JN; Fan, XM; Gruteser, N; Meisenberg, A; Baumann, A; Katranidis, A |
| 刊名 | SCIENTIFIC REPORTS
 |
| 出版日期 | 2015 |
| 卷号 | 5期号:0页码:11073 |
| 通讯作者 | Li, JB (reprint author), Natl Ctr Nanosci & Technol China, 11 Beiyitiao Zhongguancun, Beijing 100190, Peoples R China. |
| 英文摘要 | Single molecule localization based super-resolution fluorescence microscopy offers significantly higher spatial resolution than predicted by Abbe's resolution limit for far field optical microscopy. Such super-resolution images are reconstructed from wide-field or total internal reflection single molecule fluorescence recordings. Discrimination between emission of single fluorescent molecules and background noise fluctuations remains a great challenge in current data analysis. Here we present a real-time, and robust single molecule identification and localization algorithm, SNSMIL (Shot Noise based Single Molecule Identification and Localization). This algorithm is based on the intrinsic nature of noise, i.e., its Poisson or shot noise characteristics and a new identification criterion, Q(SNSMIL), is defined. SNSMIL improves the identification accuracy of single fluorescent molecules in experimental or simulated datasets with high and inhomogeneous background. The implementation of SNSMIL relies on a graphics processing unit (GPU), making real-time analysis feasible as shown for real experimental and simulated datasets. |
| 学科主题 | Science & Technology - Other Topics |
| 类目[WOS] | Multidisciplinary Sciences |
| 关键词[WOS] | RESOLUTION LIMIT ; IMAGE-ANALYSIS ; NANOSCOPY ; DEPLETION ; SOFTWARE ; TRACKING ; REVEALS ; SYSTEMS ; ACTIN ; STORM |
| 收录类别 | SCI |
| 语种 | 英语 |
| 源URL | [http://ir.itp.ac.cn/handle/311006/20957]  |
| 专题 | 理论物理研究所_理论物理所1978-2010年知识产出 |
| 推荐引用方式 GB/T 7714 | Tang, YQ,Dai, LR,Zhang, XM,et al. SNSMIL, a real-time single molecule identification and localization algorithm for super-resolution fluorescence microscopy[J]. SCIENTIFIC REPORTS,2015,5(0):11073. |
| APA | Tang, YQ.,Dai, LR.,Zhang, XM.,Li, JB.,Hendriks, JN.,...&Gensch, T.(2015).SNSMIL, a real-time single molecule identification and localization algorithm for super-resolution fluorescence microscopy.SCIENTIFIC REPORTS,5(0),11073. |
| MLA | Tang, YQ,et al."SNSMIL, a real-time single molecule identification and localization algorithm for super-resolution fluorescence microscopy".SCIENTIFIC REPORTS 5.0(2015):11073. |
入库方式： OAI收割
来源：理论物理研究所
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