摘要
提出一种基于单CCD相机与经纬仪的树木图像的胸径测量方法,利用单CCD相机采集的树木图像信息,经过阈值分割、开运算、边缘提取等步骤提取树木胸径二维坐标;利用经纬仪采集的角度信息转换经纬仪旋转坐标系、相机光心坐标系和图像坐标系,得出胸径的三维坐标,最终计算出胸径尺寸。采集了八组树木胸径,平均绝对误差为7.36 mm,平均相对误差率为2.46%,完全满足精度要求,验证了将单CCD相机与经纬仪应用于树木胸径测量的方法是可行的。
This paper presented a kind of measurement method based on the tree images taken by a single CCD camera mounted on a theodolite. Based on the tree images, it employed some approaches,including threshold segmentation, open computing, and edge detection, to extract the two-dimensional coordinates of the DBH; using the theodolite gathered space angle information, coordinate transformation among the theodolite rotating coordinate system, the camera optical center coordinate system and the im- age coordinate system, was made tO get the three-dimensional coordinates of the DBH, with which the diameter at the breast- height size could be figured out. It took the breast-height diameters of 8 trees in the experiment, and the mean absolute error was 7.36 ram, while the mean relative error was 2. 46%, which could completely meet the accuracy requirements. The results of the experiments show that the single CCD camera and the theodolite use in DBH measurement method is feasible.
出处
《计算机应用研究》
CSCD
北大核心
2014年第4期1225-1228,共4页
Application Research of Computers
基金
国家自然科学基金资助项目(31200431)
关键词
单CCD
经纬仪
胸径测量
单目视觉
图像处理
single CCD camera
theodolite
diameter at breast-height measurement
monocular vision
image processing