土木与环境工程学报（中英文）2024，Vol.46Issue(1)：163-172,10.DOI:10.11835/j.issn.2096-6717.2022.076
基于图像分割与轨迹追踪的室内饰面施工进度智能评估方法
Intelligent evaluation method of indoor finishing construction progress based on image segmentation and positional tracking
摘要
Abstract
Construction progress is a key part of project management.Traditional progress management mostly relies on manual inspection,which is time-consuming and can not guarantee the progress evaluation.In order to automatically and efficiently monitor construction progress,this article proposed an intelligent framework for indoor construction progress evaluation.This framework can automatically extract the tile laying progress of indoor wall and ground based on the improved Mask R-CNN,and map the progress results to the BIM for visualization using camera tracking algorithm.The framework was successfully applied in a building project in Shanghai with a high precision of image segmentation,verifying the feasibility of the presented framework.This study provides theoretical and practical reference for the automated progress tracking and unmanned construction progress supervision of indoor continuous space.关键词
建筑信息模型/计算机视觉/室内施工/施工进度/图像分割/轨迹追踪Key words
building information model(BIM),computer version,indoor construction,construction progress/image segmentation/positional tracking分类
建筑与水利引用本文复制引用
卢昱杰,仲涛,魏伟,陈隽..基于图像分割与轨迹追踪的室内饰面施工进度智能评估方法[J].土木与环境工程学报（中英文）,2024,46(1):163-172,10.基金项目
国家自然科学基金(52078374)National Natural Science Foundation of China(No.52078374) （52078374）
