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A Novel Deep Convolutional Neural Network Based on ResNet-18 and Transfer Learning for Detection of Wood Knot Defects

Gao, MY; Song, P; Wang, F; Liu, JY; Mandelis, A; Qi, DW

Song, P (corresponding author), Harbin Inst Technol, Sch Instrument Sci & Engn, Harbin 150001, Peoples R China.

JOURNAL OF SENSORS, 2021; 2021 ():

Abstract

Wood defects are quickly identified from an optical image based on deep learning methodology, which effectively improves wood utilization. Traditional......

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