title: Metamodeling approach for efficient estimation of optical properties of turbid media from spatially resolved diffuse reflectance measurements.
abstract: A metamodeling approach is introduced and applied to efficiently estimate the bulk optical properties of turbid media from spatially resolved spectroscopy (SRS) measurements. The model has been trained on a set of liquid phantoms covering a wide range of optical properties representative for food and agricultural products and was successfully validated in forward and inverse mode on phantoms not used for training the model. With relative prediction errors of 10% for the estimated bulk optical properties the potential of this metamodeling approach for the estimation of the optical properties of turbid media from spatially resolved spectroscopy measurements has been demonstrated.
authors: Rodrigo
authors: R
authors: Watté
authors: Nghia Nguyen
authors: NN
authors: Do Trong
authors: Ben
authors: B
authors: Aernouts
authors: Chyngyz
authors: C
authors: Erkinbaev
authors: Josse
authors: J
authors: De Baerdemaeker
authors: Bart
authors: B
authors: Nicolaï
authors: Wouter
authors: W
authors: Saeys
mesh_terms: D003198:Computer Simulation; D005504:Food Analysis / Q000379:methods*; D008027:Light; D008956:Models, Chemical; D009391:Nephelometry and Turbidimetry / Q000379:methods*; D010783:Photometry / Q000379:methods*; D012031:Refractometry / Q000379:methods*; D012542:Scattering, Radiation; D012996:Solutions / Q000737:chemistry*; D013057:Spectrum Analysis / Q000379:methods*
chemical_list: D012996:Solutions