Applicability of Vis-NIR hyperspectral imaging for monitoring wood moisture content (MC)

作者:Kobori Hikaru*; Gorretta Nathalie; Rabatel Gilles; Bellon Maurel Veronique; Chaix Gilles; Roger Jean Michel; Tsuchikawa Satoru
来源:Holzforschung, 2013, 67(3): 307-314.
DOI:10.1515/hf-2012-0054

摘要

Visible-near-infrared hyperspectral imaging was tested for its suitability for monitoring the moisture content (MC) of wood samples during natural drying. Partial least-squares regression (PLSR) prediction of MC was performed on the basis of average reflectance spectra obtained from hyperspectral images. The validation showed high prediction accuracy. The results were compared concerning the PLSR prediction of MC mapping from raw spectra and standard normal variate (SNV) treatment. SNV pretreatment leads to the best results for visualizing the MC distribution in wood. Hyperspectral imaging has a high potential for monitoring the water distribution of wood.

  • 出版日期2013-4