基于Roujean模型的南疆水果偏振光谱参数比较研究

Jia-yi Xu, Xue-yong Huang, Hua-ping Luo, Yuhan Suo, Feng Gao
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引用次数: 0

摘要

在研究偏振双向反射分布函数(pBRDF)中相位角和波长的基础上,提出了定量描述Orient(偏振相位角)的roujean模型。利用Roujean模型定量描述了不同果实强度分量(F00)和偏振相位角(Orient),并利用统计分析和比较方法对模拟结果进行了分析和比较,实现了从常规模型到室外果树冠层到冠层的室外果树冠层随机分布预测。实验结果表明:1)当红枣的相位角为52.19°、66.51°和88.26°时,Roujean模型描述的F00参数的R2和平均误差分别为0.9982、0.9963、0.9912和3.80%、4.17%、6.40%;Roujean模型描述的Orient参数的R2和平均误差分别为0.9056、0.9223、0.9260和6.23%、3.32%、8.05%;由此可见,roujean模型能够定量描述红枣的Orient参数;2) 当杏的相位角为70.99°、71.28°和67.91°时,Roujean模型描述的F00参数的R2和平均误差分别为0.9862、0.9823、0.9792和3.40%、4.82%、5.19%;Roujean模型描述的Orient参数的R2和平均误差分别为0.9382、0.8947、0.8849和7.19%、9.28%、9.47%。Roujean模型也可以定量描述白杏的Orient参数。总之,Roujean模型可以很好地定量描述f00和Orient,从而可以预测更多不同发病率和检测方向的水果的pBRDF参数。它可以校正户外水果无损检测中角度因素的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Comparative Study on Polarization Spectral Parameters of Fruit in Southern Xinjiang Based on Roujean Model
Based on the study of phase angle and wavelength in pBRDF (Polarized bidirectional reflectance distribution function), roujean model was proposed to describe Orient (Polarization phase angle) quantitatively. The Roujean model was used to quantitatively describe different fruits intensity components (F00) and polarization phase angle (Orient), and the simulation results were analyzed and compared using statistical analysis and comparison methods to realize the prediction from the regular model to the outdoor fruit tree canopy to the canopy of outdoor fruit tree canopy random distribution. The experimental results showed that: 1) when the phase angle of jujube was 52.19°, 66.51° and 88.26°, the R2 and average errors of F00 parameters described by Roujean model are 0.9982, 0.9963, 0.9912 and 3.80%, 4.17%, 6.40%, respectively; and the R2 and average error of Orient parameters described by Roujean model are 0.9056, 0.9223, 0.9260 and 6.23%, 3.32%, 8.05%, respectively; It can be seen that roujean model can quantitatively describe the Orient parameter of jujube; 2) When the phase angle of apricot was 70.99°, 71.28° and 67.91°, the R2 and average errors of F00 parameters described by Roujean model is 0.9862, 0.9823, 0.9792 and 3.40%, 4.82%, 5.19%, respectively; And the R2 and average error of Orient parameters described by Roujean model are 0.9382, 0.8947, 0.8849 and 7.19%, 9.28%, 9.47%, respectively. Roujean model can also quantitatively describe the Orient parameter of white apricot. In summary, the Roujean model can provide a good quantitative description of f00 and a good quantitative description of Orient, which in turn can predict the pBRDF parameter for more fruits with different incidence and detection directions. It can correct the influence of angle factor in the nondestructive testing of outdoor fruits.
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