Title :
Fast single molecule localization using graphics processing units
Author_Institution :
Dept. of Phys. & Astron., Univ. of New Mexico, Albuquerque, NM, USA
Abstract :
We demonstrate maximum likelihood estimations of fluorophore positions in 2D and 3D using algorithms optimized for or accelerated by graphical processing units. The result is a reduction in computation time by two orders of magnitude.
Keywords :
biology computing; fluorescence; graphics processing units; maximum likelihood estimation; molecular biophysics; optimisation; fast single molecule localization; fluorescence; fluorophore 2D positions; fluorophore 3D positions; graphics processing units; maximum likelihood estimations; optimized algorithms; Fitting; Fluorescence; Graphics processing unit; Hardware; Imaging; Maximum likelihood estimation; fluorescence; super-resolution;
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.2012.6235704
