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1.
Guang Pu Xue Yu Guang Pu Fen Xi ; 35(3): 622-5, 2015 Mar.
Article in Chinese | MEDLINE | ID: mdl-26117867

ABSTRACT

In this paper, three representative varieties of peanut seeds were selected for the experiment based on visible/near-infrared reflectance spectroscopy living in the wavelength rang from 600 to 1 100 nm. Firstly, spectral datas ware collected by the near-infrared fiber optic spectrometer, and the spectral features of the original spectral dates were extracted by the wavelet analysis. Then the principal component analysis (PCA) was used for cluster analysis of spectral features. Finally, the four principal components were applied as the inputs, the varieties category as the output and the Mahalanobis distance as the discriminant function of the recognition model, so a linear discriminant analysis model was established. In the 50 samples of each varieties, 30 samples were randomly selected as the training set, and the remaining 20 samples as the predictor set. The recognition model for three peanut varieties have a recognition rate of 95% on average. As the experimental results show that this method is reliable and effectively, and a new method to distinguish and discriminate the quality of peanut seeds was put forword.


Subject(s)
Arachis , Food Quality , Seeds/chemistry , Discriminant Analysis , Principal Component Analysis , Spectroscopy, Near-Infrared , Wavelet Analysis
2.
Guang Pu Xue Yu Guang Pu Fen Xi ; 33(11): 3088-91, 2013 Nov.
Article in Chinese | MEDLINE | ID: mdl-24555387

ABSTRACT

The present paper simulates laser wavelength 632 and 750 nm Gaussian beam migration in apple fruit tissue using Monte-Carlo method, and researches the spectral properties of absorption and scattering. It was shown that the special energy distribution characteristics of Gaussian beam influenced the diffusion of the laser in the tissue, the reflection, absorption and transmittance of 750 nm by tissue are lower, there are more photons interacting with tissue within the tissue, and they can more clearly reflect the information within the tissue. So, the transmission characteristics of the infrared light were relatively strong in biology tissue, which was convenient for researching biology tissue.


Subject(s)
Fruit , Malus , Scattering, Radiation , Diffusion , Lasers , Light , Monte Carlo Method , Photons , Spectrophotometry, Infrared
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