面向植物三维重构的图像采集平台设计文献综述

 2022-07-25 02:07

本科毕业设计(论文)

文 献 综 述

面向植物三维重构的图像采集平台的设计

摘 要

计算机视觉技术的快速发展,使得获取物体的三维数字化模型成为了可能。而三维重构技术作为计算机视觉技术的一个重要组成部分,其理论和应用得到了广泛的关注和很大的发展。基于图像的植物三维重构建模技术也成为近年来农林领域备受关注的研究话题,对于植物的生长发育分析,表型组学研究都有重要的意义。本文介绍了近年来三维重构建模的主要研究成果,分析了国内外三维重构方面的研究现状,罗列了三维重构技术在农林领域的一些应用,最后对三维重构技术目前的局限性和发展趋势做了说明。

关键字: 植物表型检测;三维重构;运动恢复结构;点云数据处理;立体视觉

Design of Image Acquisition Platform for Plant 3D Reconstruction

ABSTRACT

The rapid development of computer vision technology makes it possible to acquire three-dimensional digital models of objects. As one of the main contents of computer vision technology, three-dimensional reconstruction has drawn wide attention and great development in its theory and application. Image-based 3D reconstruction modeling of plants has also become a topic of interest in agriculture and forestry in recent years, which is of great significance for the analysis of plant growth and development and phenomorphology. This paper introduces the main research results of 3D reconstruction modeling in recent years, analyzes the research status of 3D reconstruction at home and abroad, lists some applications of 3D reconstruction technology in agriculture and forestry field, and finally presents the current limitations of 3D reconstruction technology and the development trend.

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