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23 June 2020 The Method of Identifying the Species of Coniferous Wood Based on GLCM
Lei Zhao, Jianhua Wang
Author Affiliations +
Abstract

Zhao, L. and Wang, J., 2020. The method of identifying the species of coniferous wood based on GLCM. In: Yang, Y.; Mi, C.; Zhao, L., and Lam, S. (eds.), Global Topics and New Trends in Coastal Research: Port, Coastal and Ocean Engineering. Journal of Coastal Research, Special Issue No. 103, pp. 570–574. Coconut Creek (Florida), ISSN 0749-0208.

Accurate and efficient identification of sheet materials has an important role in the industrialization of sheet metal. This research put a route for identifying plate species based on a GLCM, and selects parameters such as energy, entropy, uniformity, contrast, and correlation of the plate texture image. Based on the principle of maximum similarity, a texture-based material species determination method is established. The minimum difference method and comprehensive threshold method are used for identification analysis, and the contribution rate of each parameter is considered to be the same. The research data show that the route of this paper has higher identification efficiency and accuracy for the species of softwood sheet material, and the identification algorithm has better performance and good robustness.

©Coastal Education and Research Foundation, Inc. 2020
Lei Zhao and Jianhua Wang "The Method of Identifying the Species of Coniferous Wood Based on GLCM," Journal of Coastal Research 103(sp1), 570-574, (23 June 2020). https://doi.org/10.2112/SI103-116.1
Received: 17 December 2019; Accepted: 15 March 2020; Published: 23 June 2020
KEYWORDS
GLCM
minimum difference
optimal threshold
tree species
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