Zong-bao SUN, Jun-kui LI, Li-ming LIANG, Xiao-bo ZOU, Xiao-yu LIU, Zeng NIU, Yun-long GAO. Prediction and Distribution Visualization of Salmon Quality Based on Hyperspectral Imaging Technology[J]. Spectroscopy and Spectral Analysis, 2021, 41(8): 2591
- Spectroscopy and Spectral Analysis
- Vol. 41, Issue 8, 2591 (2021)
Fig. 1. Hyperspectral imaging system
Fig. 2. Changes in shear force and K values of chilled and frozen-thawed salmon
Fig. 3. Wavelength interval positions selected by iVISSA for a*(a), shear force (b) and K value (c)
Fig. 4. The best prediction results of a* (a), shear force (b) and K value (c) obtained by CARS-PLS model
Fig. 5. The processes of CARS selecting characteristic variables related to a* (a), shear force (b) and K value (c)
Fig. 6. (A), (B), (C) are the visual distribution maps of a*, shear force, and K value, respectively, and (a), (b), (c), (d) represent group C, FT-1, FT-2, and FT-3
|
Table 1. L*, a*, b* values of chilled and frozen-thawed salmon
| ||||||||||||||||||||||||||||||||||
Table 2. Division results of calibration set and test set
|
Table 3. Prediction results of a*, shear force and K value based on full spectrum variables
|
Table 4. The model results of a*, shear force and K value prediction based on screened wavelength
Set citation alerts for the article
Please enter your email address
© Copyright 2018-2021 | Chinese Laser Press. All Rights Reserved 沪ICP备15018463号-20