起重运输机械2024,Issue(7) :31-37.

基于激光扫描的散货料堆实时三维重建与参数提取

曹小华 侯文晟 韩红安 武超
起重运输机械2024,Issue(7) :31-37.

基于激光扫描的散货料堆实时三维重建与参数提取

曹小华 1侯文晟 2韩红安 2武超2
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作者信息

  • 1. 武汉理工大学交通与物流工程学院 武汉 430063
  • 2. 河南卫华重型机械股份有限公司 新乡 453499
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摘要

文中针对港口散货料堆三维重建与参数获取问题,对自动化抓取中散货料堆的三维重建方式和料堆参数测算方法进行了研究.首先对港口散货料堆的作业方式和作业环境进行分析,设计并搭建了三维重建实验平台,然后对点云数据进行旋转变换,利用点云拼接技术实现从二维点云到三维点云的转换,最后通过求取极值并利用极值索引来获取最高点的坐标,通过AABB包围盒获取料堆的长宽高等数据,以此计算出散货料堆的占地面积.

Abstract

In this paper,for the three-dimensional reconstruction and parameter acquisition of port bulk cargo pile,the three-dimensional reconstruction method and parameter calculation method of bulk cargo pile in automatic grasping are studied.Firstly,the operation mode and environment of port bulk cargo pile were analyzed,and a three-dimensional reconstruction experimental platform was designed and built.Secondly,the point cloud data was rotated and transformed from two-dimensional point cloud to three-dimensional point cloud by using point cloud mosaic technology.Finally,the coordinates of the highest point were obtained by calculating the extreme value and using the extreme value index,and the length,width and other data of the pile were obtained through the AABB bounding box for the calculation of the floor area of the bulk cargo pile.

关键词

激光雷达/三维重建/自动化/料堆参数

Key words

lidar/3D reconstruction/automation/material pile parameters

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基金项目

河南省科技研发计划联合基金(225101610079)

湖北省重点研发专项(2023BEB046)

出版年

2024
起重运输机械
北京起重运输机械设计研究院

起重运输机械

影响因子:0.214
ISSN:1001-0785
参考文献量20
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