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Monte Carlo simulation for quantification of light transport features in apples

机译:蒙特卡洛模拟用于量化苹果中的光传输特征

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Light interaction with turbid biological materials involves absorption and scattering. Quantitative understanding of light transport process and features in the fruit is critical to designing better optical systems for inspection of food quality. This paper reports on the quantification of light transport in the apple fruit in the visible and short-wavelength near-infrared region using Monte Carlo simulations. The absorption and reduced scattering coefficients (o a and o ' s , respectively) of 600 'Golden Delicious' apples were determined over the spectral range of 500-1000nm using a spatially resolved hyperspectral imaging method coupled with a diffusion theory model. The o a and o ' s values were used in Monte Carlo (MC) models to simulate light transport in the fruit tissue. MC simulation models were validated against the diffusion theory model and experimental data. The patterns of diffuse reflectance, internal absorption, and light penetration depth were determined using typical values of o a and o ' s for the apples. Simulation results showed that up to 96.4% of the photons were absorbed under the maximum absorption condition, while 75.9% photons exited as diffuse reflectance for the maximum scattering case. The optimum sensing range under our imaging system setup was found to be 1-11mm for 'Golden Delicious' apples. Fruit tissue with a larger o a value absorbed light energy rapidly in short depth and radial distances, whereas light in the tissue with small o ' s values tended to propagate forward to the deeper area of the sample. Light penetration depths in 'Golden Delicious' apples, defined as the depths at which the incident light was reduced by 99%, were in the range of 0.43-8.67cm over the 500-1000nm spectral range, with a majority of the samples (approximately 68%) in the range of 0.81-4.48cm. Pigments and water in the fruit tissue greatly influenced light penetration depth.
机译:与浑浊的生物材料的光相互作用涉及吸收和散射。定量了解水果中的光传输过程和特征对于设计更好的光学系统以检查食品质量至关重要。本文报道了使用蒙特卡洛模拟对可见光和短波近红外区域中苹果果实中光传输的定量分析。使用空间分辨高光谱成像方法和扩散理论模型,在500-1000nm的光谱范围内确定了600个“金冠”苹果的吸收系数和降低的散射系数(分别为o a和o's)。在蒙特卡洛(MC)模型中使用o a和o'值模拟水果组织中的光传输。针对扩散理论模型和实验数据验证了MC仿真模型。使用苹果的o a和o's的典型值确定漫反射率,内部吸收率和光穿透深度的模式。仿真结果表明,在最大吸收条件下,高达96.4%的光子被吸收,而在最大散射情况下,有75.9%的光子作为漫反射率出射。对于我们的“金冠”苹果,在我们的成像系统设置下,最佳感应范围为1-11毫米。 o值较大的水果组织在较短的深度和径向距离内会迅速吸收光能,而o值较小的组织中的光倾向于向前传播至样品的较深区域。 “金冠”苹果的光穿透深度(定义为入射光减少99%的深度)在500-1000nm光谱范围内在0.43-8.67cm的范围内,其中大部分样品(大约68%)在0.81-4.48厘米范围内。水果组织中的颜料和水极大地影响了光的穿透深度。

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