A statistical resolution measure of fluorescence microscopy with finite photons

02/07/2023
by   Yilun Li, et al.
0

First discovered by Ernest Abbe in 1873, the resolution limit of a far-field microscope is considered determined by the numerical aperture and wavelength of light, approximately λ/2NA. With the advent of modern fluorescence microscopy and nanoscopy methods over the last century, it is recognized that Abbe's resolution definition alone could not solely characterize the resolving power of the microscope system. To determine the practical resolution of a fluorescence microscope, photon noise remains one essential factor yet to be incorporated in a statistics-based theoretical framework. Techniques such as confocal allow trading photon noise in gaining its resolution limit, which may increase or worsen the resolvability towards fluorescently tagged targets. Proposed as a theoretical measure of fluorescence microscopes' resolving power with finite photons, we quantify the resolvability of periodic structures in fluorescence microscopy systems considering both the diffraction limit and photon statistics. Using the Cramer-Rao Lower Bound of a parametric target, the resulting precision lower bound establishes a practical measure of the theoretical resolving power for various modern fluorescence microscopy methods in the presence of noise.

READ FULL TEXT

page 4

page 7

page 10

page 12

page 13

page 14

page 30

page 31

research
01/08/2018

Statistical Experimental Design in Compressed Sensing Set-ups for Optical and Transmission Electron Microscopy

The Cramér Rao lower bound on the variance of parameters estimated from ...
research
12/30/2016

Analysis of the noise in back-projection light field acquisition and its optimization

Light field reconstruction from images captured by focal plane sweeping ...
research
06/20/2021

Fundamental bounds on the precision of iSCAT, COBRI and dark-field microscopy for 3D localization and mass photometry

Interferometric imaging is an emerging technique for particle tracking a...
research
10/23/2018

Bayesian Deconvolution of Scanning Electron Microscopy Images Using Point-spread Function Estimation and Non-local Regularization

Microscopy is one of the most essential imaging techniques in life scien...
research
09/04/2020

Improving axial resolution in SIM using deep learning

Structured Illumination Microscopy is a widespread methodology to image ...
research
06/04/2017

Data preprocessing methods for robust Fourier ptychographic microscopy

Fourier ptychographic microscopy (FPM) is a recently proposed computatio...
research
06/03/2021

Limits of accuracy for parameter estimation and localisation in Single-Molecule Microscopy via sequential Monte Carlo methods

Assessing the quality of parameter estimates for models describing the m...

Please sign up or login with your details

Forgot password? Click here to reset