Wood Texture Classification  using GLCM and LBP

Misaj Sharafudeen; Manju R A; Philomina Simon

Wood Texture Classification using GLCM and LBP

Authors: Misaj Sharafudeen, Manju R A, Philomina Simon

Unique Paper ID: 154253
Volume: 8
Issue: 7
PageNo: 172-175

Keywords: Texture classification GLCM LBP PCA

Abstract:
Texture classification is a challenging area in AI based research focusing on identifying the tactile surfaces of objects and scenes through the visual inspection of images. In this work, we propose to classify macroscopic images of wood species using texture descriptors and machine learning techniques. Sev- eral researches have been conducted using microscopic images of wood sections. The difficulty in practical usage of models trained in microscopic images led us to experimenting on macroscopic image datasets. We observed a significant need in developing wood recognition models to identify wood species of normal images captured using simple camera lens.

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Cite This Article

ISSN: 2349-6002
Volume: 8
Issue: 7
PageNo: 172-175

Wood Texture Classification using GLCM and LBP

Available:https://ijirt.org/Article?manuscript=154253

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