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A novel method for measuring the volume and surface area of egg

机译:一种测量鸡蛋体积和表面积的新方法

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摘要

The geometric parameters of egg such as volume and surface area have great significance in poultry industry and biological studies. Traditional manual detection method is usually laborious or unable to meet the needs of actual production. A novel method to establish three-dimensional model by multi-angle images have been proposed in this paper in order to measure the volume and surface area of egg. Field calibration method was presented by planar calibration grid to obtain the camera parameters, for improving the dimensional measurement precision of the egg; PhotoModeler was a software application that created accurate three-dimensional point cloud (3DPC) based on images, the egg photos were taken from multi-angle, then obtained the 3DPC of egg by PhotoModeler; established three-dimensional model of egg by refinement algorithm based on incremental Delaunay triangulation, achieved the measurement of surface area and volume of the egg by calculating the surface area of the triangular facets and volume of the tetrahedrons that constituted the egg model in Matlab, by using Monte Carlo, from a sample of eggs, the correction of volume could be estimated. For performance comparison, experiments on the drainage method based on Archimedes' principle and the proposed multi-angle modeling measurement method were conducted, and the experimental results showed that the proposed method achieved a high precision up to 99%, indicated that the proposed method effect good, be conveniently and had high precision. With slight modification, the developed approach could be adapted to various applications concerning volume and surface area measurement of plants or animals products using photometric approach. (C) 2015 Elsevier Ltd Elsevier Ltd. All rights reserved.
机译:鸡蛋的几何参数,例如体积和表面积,在禽业和生物学研究中具有重要意义。传统的人工检测方法通常费力或无法满足实际生产的需求。为了测量鸡蛋的体积和表面积,提出了一种通过多角度图像建立三维模型的新方法。通过平面标定网格提出了现场标定方法,以获取摄像机参数,提高了鸡蛋的尺寸测量精度。 PhotoModeler是一款基于图像创建精确的三维点云(3DPC)的软件应用程序,从多角度拍摄鸡蛋照片,然后通过PhotoModeler获得鸡蛋的3DPC。通过基于增量Delaunay三角剖分的细化算法建立鸡蛋的三维模型,通过计算构成Matlab鸡蛋模型的三角形小平面的表面积和四面体的体积,实现了鸡蛋的表面积和体积的测量,使用蒙特卡洛,从鸡蛋样本中,可以估算出体积的校正量。为了进行性能比较,对基于阿基米德原理的排水方法和所提出的多角度建模测量方法进行了实验,实验结果表明所提出的方法达到了高达99%的高精度,表明了该方法的效果。好,方便,精度高。稍加修改,开发的方法就可以适用于使用光度法测量植物或动物产品的体积和表面积的各种应用。 (C)2015 Elsevier Ltd Elsevier Ltd.保留所有权利。

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