DocumentCode
1793119
Title
Particle swarm optimisation algorithm for Monte Carlo-based inverse problem solving
Author
Kholodtsova, M.N. ; Loschenov, V.B. ; Daul, Christian ; Blondel, Walter
Author_Institution
Gen. Phys. Inst., Moscow, Russia
fYear
2014
fDate
June 30 2014-July 4 2014
Firstpage
1
Lastpage
1
Abstract
For the estimation of in vivo tissue optical parameters based on spatially-resolved diffuse reflectance spectroscopy measures, a non-derivative Particle Swarm Optimisation approach was successfully applied as part of the inverse problem solving associated to forward Monte Carlo simulations to avoid trapping in local minima.
Keywords
Monte Carlo methods; bio-optics; biological tissues; biomedical measurement; inverse problems; particle swarm optimisation; Monte Carlo-based inverse problem solving; in vivo tissue optical parameters; nonderivative particle swarm optimisation algorithm; spatially-resolved diffuse reflectance spectroscopy; Biomedical optical imaging; Integrated optics; Noise; Optical noise; Optical reflection; Optical variables measurement; Monte Carlo simulation; inverse problem; particle swarm optimisation; spectroscopy;
fLanguage
English
Publisher
ieee
Conference_Titel
Laser Optics, 2014 International Conference
Conference_Location
Saint Petersburg
Print_ISBN
978-1-4799-3884-1
Type
conf
DOI
10.1109/LO.2014.6886459
Filename
6886459
Link To Document