The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Download
Publications Copernicus
Download
Citation
Articles | Volume XLVI-M-1-2021
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-M-1-2021, 441–447, 2021
https://doi.org/10.5194/isprs-archives-XLVI-M-1-2021-441-2021
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-M-1-2021, 441–447, 2021
https://doi.org/10.5194/isprs-archives-XLVI-M-1-2021-441-2021

  28 Aug 2021

28 Aug 2021

RESEARCH ON EVALUATION OF THE SPALLING DISEASE OF NICHE FOR BUDDHA IN GROTTOES

Y. Miao1,2, M. Hou1,2, and P. Wei1,2 Y. Miao et al.
  • 1School of Geomatics and Urban Spatial Informatics, Beijing University of Civil Engineering and Architecture, No.15 Yongyuan Road, Daxing District, Beijing; 102616, China
  • 2Beijing Key Laboratory for Architectural Heritage Fine Reconstruction and HealthMonitoring, No.15 Yongyuan Road, Daxing District, Beijing; 102616, China

Keywords: Grottoes protection, Point cloud classification, Random forest, Spalling disease, Quantitative evaluation

Abstract. The niche for Buddha is an important part of the cultural relics in the grottoes, but it has caused serious spalling disease due to human activities and natural disasters. This paper presents a new quantitative evaluation method for the spalling disease of niche for Buddha. First, the random forest-based method was used to identify the niche for Buddha . Then, the spatial clustering of the head of the niche for Buddha was performed by DBSCAN, and the reference surface was determined by the RANSAC algorithm. Based on this, the spallation depth of the grotto surface was extracted and the relevant index elements were established. The experiment of point cloud data in Cave 18 of Yungang Grottoes proves the rationality of this method, which is of great significance to the protection and virtual restoration of cultural relics in grottoes.