Transfer learning for predicting wood density of different tree species: calibration transfer from portable NIR spectrometer to hyperspectral imaging
Zheyu Zhang, Hao Zhong, Stavros Avramidis, Shuangshuang Wu, Wenshu Lin, Yaoxiang Li
Topics & Concepts
Hyperspectral imagingTransfer of learningArtificial intelligenceCalibrationComputer scienceSpectrometerArtificial neural networkTree (set theory)Near-infrared spectroscopyRemote sensingOverfittingBiological systemMachine learningPattern recognition (psychology)Environmental scienceMathematicsOpticsStatisticsGeologyPhysicsMathematical analysisBiologySpectroscopy and Chemometric AnalysesWood and Agarwood ResearchIndustrial Vision Systems and Defect Detection