Literature DB >> 24720964

From multispectral imaging of autofluorescence to chemical and sensory images of lipid oxidation in cod caviar paste.

Diego Airado-Rodríguez1, Martin Høy2, Josefine Skaret2, Jens Petter Wold2.   

Abstract

The potential of multispectral imaging of autofluorescence to map sensory flavour properties and fluorophore concentrations in cod caviar paste has been investigated. Cod caviar paste was used as a case product and it was stored over time, under different headspace gas composition and light exposure conditions, to obtain a relevant span in lipid oxidation and sensory properties. Samples were divided in two sets, calibration and test sets, with 16 and 7 samples, respectively. A third set of samples was prepared with induced gradients in lipid oxidation and sensory properties by light exposure of certain parts of the sample surface. Front-face fluorescence emission images were obtained for excitation wavelength 382 nm at 11 different channels ranging from 400 to 700 nm. The analysis of the obtained sets of images was divided in two parts: First, in an effort to compress and extract relevant information, multivariate curve resolution was applied on the calibration set and three spectral components and their relative concentrations in each sample were obtained. The obtained profiles were employed to estimate the concentrations of each component in the images of the heterogeneous samples, giving chemical images of the distribution of fluorescent oxidation products, protoporphyrin IX and photoprotoporphyrin. Second, regression models for sensory attributes related to lipid oxidation were constructed based on the spectra of homogeneous samples from the calibration set. These models were successfully validated with the test set. The models were then applied for pixel-wise estimation of sensory flavours in the heterogeneous images, giving rise to sensory images. As far as we know this is the first time that sensory images of odour and flavour are obtained based on multispectral imaging.
Copyright © 2014 Elsevier B.V. All rights reserved.

Entities:  

Keywords:  Autofluorescence; Multispectral imaging; Multivariate curve resolution; PLSR; Sensory analysis

Mesh:

Year:  2014        PMID: 24720964     DOI: 10.1016/j.talanta.2013.12.052

Source DB:  PubMed          Journal:  Talanta        ISSN: 0039-9140            Impact factor:   6.057


  3 in total

1.  Use of Spectroscopic Techniques for a Rapid and Non-Destructive Monitoring of Thermal Treatments and Storage Time of Sous-Vide Cooked Cod Fillets.

Authors:  Abdo Hassoun; Janna Cropotova; Turid Rustad; Karsten Heia; Stein-Kato Lindberg; Heidi Nilsen
Journal:  Sensors (Basel)       Date:  2020-04-23       Impact factor: 3.576

Review 2.  Spectroscopic techniques for authentication of animal origin foods.

Authors:  Vandana Chaudhary; Priyanka Kajla; Aastha Dewan; R Pandiselvam; Claudia Terezia Socol; Cristina Maria Maerescu
Journal:  Front Nutr       Date:  2022-09-20

3.  Online Feature Selection for Robust Classification of the Microbiological Quality of Traditional Vanilla Cream by Means of Multispectral Imaging.

Authors:  Alexandra Lianou; Arianna Mencattini; Alexandro Catini; Corrado Di Natale; George-John E Nychas; Eugenio Martinelli; Efstathios Z Panagou
Journal:  Sensors (Basel)       Date:  2019-09-20       Impact factor: 3.576

  3 in total

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