DocumentCode
2571209
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
fYear
2012
fDate
2-5 May 2012
Firstpage
988
Lastpage
991
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Biomedical Imaging (ISBI), 2012 9th IEEE International Symposium on
Conference_Location
Barcelona
ISSN
1945-7928
Print_ISBN
978-1-4577-1857-1
Type
conf
DOI
10.1109/ISBI.2012.6235723
Filename
6235723
Link To Document