Research on the Preservation Method of Traditional Village Roof Information:A Case Study of Gubeikou Village  

作　　者：Mengchen Wang 

机构地区：[1]College of Geomatics and Urban Spatial Information,Beijing University of Civil Engineering and Architecture,Beijing 100044,China

出　　处：《Journal of World Architecture》2024年第2期49-55,共7页世界建筑（百图）

摘　　要：Traditional Chinese villages serve as crucial repositories of traditional culture.However,In China,the urgent task of preserving information about traditional village architecture has arisen due to the degradation of these villages’appearance caused by rapid urbanization in recent years.This paper proposes a method for preserving information about traditional village rooftops based on high spatial resolution remote sensing imagery.Leveraging an improved Mask R-CNN model,the method conducts target recognition on the rooftops of traditional village buildings and generates vectorized representations of these rooftops.The precision rate,recall rate,and F1-score achieved in the experimental results are 93.26%,86.33%,and 92.02%,respectively.These findings indicate the effectiveness of the proposed method in preserving information about traditional village architecture and providing a viable approach to support the sustainable development of traditional villages in China.

关 键 词：Traditional villages Building rooftops HSRRS Mask R-CNN Instance segmentation 

分 类 号：TP3[自动化与计算机技术—计算机科学与技术]