Title :
The effect of background on localization uncertainty in single emitter imaging
Author :
Stallinga, Sjoerd ; Rieger, Bernd
Author_Institution :
Dept. of Imaging Sci. & Technol., Delft Univ. of Technol., Delft, Netherlands
Abstract :
We analyze singe emitter localization at high background levels. Maximum Likelihood Estimation closely follows the Cramer-Rao lower bound for a wide range of signal photon counts and up to very large background levels. The use of an idealized Gaussian to fit measured spots that originate from freely and rapidly rotating dipole emitters appears to work well for all parameters considered. We also present a very practical closed-form expression that approximates the minimum achievable localization uncertainty excellently for all signal and background levels.
Keywords :
Gaussian processes; biomedical optical imaging; image resolution; maximum likelihood estimation; medical image processing; optical microscopy; photon counting; Cramer-Rao lower bound; Gaussian process; background effect; freely rotating dipole emitters; localization uncertainty; maximum likelihood estimation; minimum achievable localization; practical closed-form expression; rapidly rotating dipole emitters; signal photon counts; singe emitter localization; single emitter imaging; Maximum likelihood estimation; Microscopy; Optical microscopy; Photonics; Uncertainty; Cramer-Rao lower bound; Maximum Likelihood Estimation; localization uncertainty; single emitter imaging; super-resolution microscopy;
Conference_Titel :
Biomedical Imaging (ISBI), 2012 9th IEEE International Symposium on
Conference_Location :
Barcelona
Print_ISBN :
978-1-4577-1857-1
DOI :
10.1109/ISBI.2012.6235723