Application of 3D laser scanning technology for image data processing in the protection of ancient building sites through deep learning

作者：

Highlights：

• A 3D virtual model is constructed for the direct learning and feature extraction.

• The data collection and model construction are performed by the 3D laser scanner.

• The 3D models of traditional architecture with texture photos are obtained.

摘要

•A 3D virtual model is constructed for the direct learning and feature extraction.•The data collection and model construction are performed by the 3D laser scanner.•The 3D models of traditional architecture with texture photos are obtained.

论文关键词：3D laser measuring technology,Deep learning,Point cloud data,3D model construction,Chinese traditional architecture,Architectural heritage

论文评审过程：Received 22 March 2020, Revised 18 May 2020, Accepted 17 June 2020, Available online 4 July 2020, Version of Record 27 July 2020.

论文官网地址：https://doi.org/10.1016/j.imavis.2020.103969