Construction of Fisher Information Matrix for Multiparametric Problem in Super-Resolution Optical Fluctuation Imaging

We propose a method of Fisher information calculation for super-resolution optical fluctuation imaging (SOFI) with a realistic multiparametric model, taking into account finite acquisition time and non-trivial emitters’ blinking induced signal correlations. Computational efficiency is ensured by separation of geometrical effects from statistical description of emitters’ blinking and shot noise. Fisher information matrices were successfully constructed for SOFI images up to the 4th order and used for spatial resolution quantification.

Authors

Institutions

Publication Details

Journal
Physics of Particles and Nuclei
Published
2025-10-25
DOI
https://doi.org/10.1134/s1063779625700832
Primary Topic
Advanced Fluorescence Microscopy Techniques
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Construction of Fisher Information Matrix for Multiparametric Problem in Super-Resolution Optical Fluctuation Imaging

S. Ya. Kilin, Dmitry Lyakhov, Alexander Mikhalychev, Svetlana Mikhalycheva
Physics of Particles and Nuclei
Advanced Fluorescence Microscopy Techniques
article

Construction of Fisher Information Matrix for Multiparametric Problem in Super-Resolution Optical Fluctuation Imaging

S. Ya. Kilin, Dmitry Lyakhov, Alexander Mikhalychev, Svetlana Mikhalycheva
article en

Abstract

We propose a method of Fisher information calculation for super-resolution optical fluctuation imaging (SOFI) with a realistic multiparametric model, taking into account finite acquisition time and non-trivial emitters’ blinking induced signal correlations. Computational efficiency is ensured by separation of geometrical effects from statistical description of emitters’ blinking and shot noise. Fisher information matrices were successfully constructed for SOFI images up to the 4th order and used for spatial resolution quantification.

Physics of Particles and NucleiVol. 56(6)
National Academy of Sciences of Belarus (BY), B.I. Stepanov Institute of Physics (BY), King Abdullah University of Science and Technology (SA)
Openalex Percentile: Top 78%
Advanced Fluorescence Microscopy Techniques
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Construction of Fisher Information Matrix for Multiparametric Problem in Super-Resolution Optical Fluctuation Imaging — S. Ya. Kilin, Dmitry Lyakhov, et al. · Physics of Particles and Nuclei (2025) | TGRS Research Map | TGRS