Back to Search Start Over

A Fast, Accurate, and Separable Method for Fitting a Gaussian Function [Tips & Tricks].

Authors :
Al-Nahhal, Ibrahim
Dobre, Octavia A.
Basar, Ertugrul
Moloney, Cecilia
Ikki, Salama
Source :
IEEE Signal Processing Magazine; Nov2019, Vol. 36 Issue 6, p157-163, 7p
Publication Year :
2019

Abstract

The Gaussian function (GF) is widely used to explain the behavior or statistical distribution of many natural phenomena as well as industrial processes in different disciplines of engineering and applied science. For example, the GF can be used to model an approximation of the Airy disk in image processing, a laser heat source in laser transmission welding [1], practical microscopic applications [2], and fluorescence dispersion in flow cytometric deoxyribonucleic acid histograms [3]. In applied sciences, the noise that corrupts the signal can be modeled by the Gaussian distribution according to the central limit theorem. Thus, by fitting the GF, researchers can develop a sound interpretation of the corresponding process or phenomenon behavior. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
10535888
Volume :
36
Issue :
6
Database :
Complementary Index
Journal :
IEEE Signal Processing Magazine
Publication Type :
Academic Journal
Accession number :
139435153
Full Text :
https://doi.org/10.1109/MSP.2019.2927685