基于机器视觉的三维重建技术研究进展

Research Progress of 3D Reconstruction Technology Based on Machine Vision

本文主要介绍基于机器视觉的三维重建技术的主要方法、技术及应用,对单目视觉、双目视觉、三目视觉和四目视觉的三维重建技术进行对比分析,总结了基于机器视觉的三维重建技术在工程应用中存在的问题、面临的挑战和研究方向,希望对该领域有一个比较全面的把握。

This paper mainly introduces the main methods,techniques and applications of three-dimensional reconstruction technology based on machine vision,and makes a comparative analysis of the three-dimensional reconstruction techniques of monocular vision,binocular vision,three-head vision and four-head vision,and proposes a three-dimensional reconstruction technique based on machine vision.This paper summarizes the problems,challenges and research directions of 3D reconstruction technology based on machine vision in engineering application,hoping to have a more comprehensive grasp of the field.