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Directional variance analysis of annual rings

机译:年轮方向方差分析

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摘要

The wood quality measurement methods are of increasing importance in the wood industry. The goal is to produce more high quality products with higher marketing value than is produced today. One of the key factors for increasing the market value is to provide better measurements for increased information to support the decisions made later in the product chain. Strength and stiffness are important properties of the wood. They are related to mean annual ring width and its deviation. These indicators can be estimated from images taken from the log ends by two-dimensional power spectrum analysis. The spectrum analysis has been used successfully for images of pine. However, the annual rings in birch, for example are less distinguishable and the basic spectrum analysis method does not give reliable results. A novel method for local log end variance analysis based on Radon-transform is proposed. The directions and the positions of the annual rings can be estimated from local minimum and maximum variance estimates. Applying the spectrum analysis on the maximum local variance estimate instead of the original image produces more reliable estimate of the annual ring width. The proposed method is not limited to log end analysis only. It is usable in other twodimensional random signal and texture analysis tasks.
机译:木材质量的测量方法在木材工业中越来越重要。目标是生产比当今生产更高质量,具有更高营销价值的产品。增加市场价值的关键因素之一是为增加的信息提供更好的度量,以支持产品链中稍后做出的决策。强度和刚度是木材的重要特性。它们与平均年轮宽度及其偏差有关。这些指标可以通过二维功率谱分析,从对数端采集的图像中估算出来。光谱分析已成功用于松树图像。但是,例如桦树中的年轮很难区分,基本的频谱分析方法也无法给出可靠的结果。提出了一种基于Radon变换的局部对数末端方差分析的新方法。年轮的方向和位置可以根据局部的最小和最大方差估计来估计。将光谱分析应用于最大局部方差估计值而不是原始图像,可以对年轮宽度进行更可靠的估计。所提出的方法不仅限于对数末端分析。它可用于其他二维随机信号和纹理分析任务。

著录项

  • 来源
  • 会议地点 London(GB);London(GB)
  • 作者单位

    Department of Automation Science and Engineering, Tampere University of Technology, Tampere, Finland;

    Department of Automation Science and Engineering, Tampere University of Technology, Tampere, Finland;

  • 会议组织
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 生物医学工程;
  • 关键词

  • 入库时间 2022-08-26 13:56:14

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