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Image Search Results


Journal: STAR Protocols

Article Title: Protocol for state-of-health prediction of lithium-ion batteries based on machine learning

doi: 10.1016/j.xpro.2022.101272

Figure Lengend Snippet:

Article Snippet: LS-SVM MATLAB script package , ( ) , https://www.esat.kuleuven.be/sista/lssvmlab/.

Techniques: Battery, Software

Selected applications of NIR-hyperspectral imaging in agriculturally important seeds (reflectance mode).

Journal: Sensors (Basel, Switzerland)

Article Title: Near-Infrared Hyperspectral Imaging Pipelines for Pasture Seed Quality Evaluation: An Overview

doi: 10.3390/s22051981

Figure Lengend Snippet: Selected applications of NIR-hyperspectral imaging in agriculturally important seeds (reflectance mode).

Article Snippet: Maize seed varietal classification (n = 1632) , PCA; LS-SVM , 400–1000 nm , Wavelength selections: multi-linear discriminant analysis (MLDA) vs. UVE and SPA , ENVI 4.3 , MATLAB 2009b (LS-SVM toolbox) , Full wavelength: calibration of 100% and prediction of 93.26%. Wavelengths, 5–15 selected: MLDA calibration of 99.39–99.88% and prediction of 90.40–93.81%; UVE calibration of 99.46–99.85% and prediction of 88.20–91.94%; SPA: calibration of 98.66–99.40% and prediction of 80.8–87.40% , [ ] .

Techniques: Imaging, Selection, Software, Plasmid Preparation