Analysis and classification of hardwood species based on Coiflet DWT feature extraction and WEKA workbench

Abstract

The work proposes to introduce Coiflet discrete wavelet transform (DWT) family, to extract features of microscopic images of hardwood species in order to classify them into 25 different hardwood species. The images are being decomposed into 3 levels using Coiflet DWT family. Overall 48 features are obtained for each of the images with mean, standard… (More)

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