利用工业彩色相机,使用650 nm(红色)和808 nm(近红外)激光检测热带硬木(浅红色梅兰蒂,Shorea spp.)“管胞效应”的可行性

IF 2.4 3区 农林科学 Q1 FORESTRY European Journal of Wood and Wood Products Pub Date : 2023-08-20 DOI:10.1007/s00107-023-01980-1
Chiat Oon Tan, Siew Cheok Ng, Hwa Jen Yap, Mohd Zamakhsyary Mustapa, Zuriani Usop, Mohd ‘Akashah Fauthan, Khairuddin Bin Mahalil, Shaer Jin Liew
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引用次数: 0

摘要

管胞体效应是一种众所周知的现象,在软木中得到了广泛的研究和工业应用。然而,对马来西亚热带硬木的这种影响的研究很少甚至根本不存在。本文研究了马来西亚最常见的商业木材——淡红色梅兰蒂(LRM)(Shorea spp.)的光散射特性。使用波长为650nm(红色)和808nm(近红外,NIR)的二极管激光点投影仪,通过Hikrobot MV-CE200-10UC彩色工业区域扫描相机成像。木材上的激光点以30°的间隔成像。利用主成分分析(PCA)获得了管胞效应产生的椭圆的偏心率和角度。图像的红色通道对于近红外和LRM的红色激光都获得了最好的结果。近红外激光在铣削LRM表面上的角度检测精度和线性(均方根误差,RMSE = 2.892°,决定系数,R2 = 0.9996)与松树(RMSE = 1.5330°,R2 = 0.9998)。对于粗锯LRM表面,NIR表现不佳,误差较大(RMSE = 11.4948°,R2 = 0.9887)。红色激光在LRM铣削表面表现平平(RMSE = 7.8922°,R2 = 0.9947)与松树(RMSE = 1.1582°,R2 = 0.9997),并且在粗糙的LRM表面上实际上是不可用的。在粗糙表面上使用NIR激光器或在研磨表面上使用650nm红色激光器来近似晶粒方向也是可能的,尽管精度显著降低。本研究为未来利用管胞效应利用视觉方法研究LRM的相关特征和特性的可行性研究提供了依据。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

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Feasibility of detecting ‘tracheid effect’ on tropical hardwood (light red meranti, Shorea spp.) using 650 nm (red) and 808 nm (near infrared) lasers, utilizing industrial colour camera

Tracheid effect is a well-known phenomenon, widely studied and industrially applied for softwoods. However, studies of this effect on Malaysian tropical hardwoods are scarce to non-existent. This paper investigates the light scattering characteristics of light red meranti (LRM) (Shorea spp.), Malaysia’s most common commercial timber species. Diode laser dot projectors at wavelengths of 650 nm (red) and 808 nm (near infrared, NIR) were used, imaged by a Hikrobot MV-CE200-10UC colour industrial area-scan camera. The laser dots on the wood were imaged at 30° intervals. Eccentricities and angles of the ellipse generated by the tracheid effect were obtained using principal component analysis (PCA). Red channel of the images scored the best results for both NIR and red laser for LRM. Angle detection accuracy and linearity for NIR laser on milled LRM surface (root mean squared error, RMSE = 2.892°, coefficient of determination, R2 = 0.9996) were comparable to those of pine (RMSE = 1.5330°, R2 = 0.9998). For rough sawn LRM surfaces, NIR performed poorly with large errors (RMSE = 11.4948°, R2 = 0.9887). The red laser fared mediocrely with LRM milled surface (RMSE = 7.8922°, R2 = 0.9947) compared to pine (RMSE = 1.1582°, R2 = 0.9997), and was practically unusable on rough LRM surfaces. Approximation of grain directions using NIR lasers on rough surfaces, or 650 nm red lasers on milled surfaces, is also possible albeit with substantially degraded accuracy. This study informs future studies of the viability of using tracheid effect to research on related characteristics and properties of LRM using visual methods.

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来源期刊
European Journal of Wood and Wood Products
European Journal of Wood and Wood Products 工程技术-材料科学:纸与木材
CiteScore
5.40
自引率
3.80%
发文量
124
审稿时长
6.0 months
期刊介绍: European Journal of Wood and Wood Products reports on original research and new developments in the field of wood and wood products and their biological, chemical, physical as well as mechanical and technological properties, processes and uses. Subjects range from roundwood to wood based products, composite materials and structural applications, with related jointing techniques. Moreover, it deals with wood as a chemical raw material, source of energy as well as with inter-disciplinary aspects of environmental assessment and international markets. European Journal of Wood and Wood Products aims at promoting international scientific communication and transfer of new technologies from research into practice.
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