The application relates to the technical field of cultural
heritage building scanning detection, and discloses a high-precision 3D
scanner system and method based on AI
technology fusion. The
system comprises a
data acquisition module, an AI data preprocessing module, a structural feature analysis module, a self-adaptive
laser detection module and an AI
simulation modeling and detection result fusion module. The method obtains cultural
heritage building point cloud data through
laser scanning, extracts structural feature parameters and determines morphological tendency categories after AI multi-stage
noise reduction and segmentation
processing, adaptively adjusts the
laser incidence direction and the scanning path, combines AI three-dimensional reconstruction and texture optimization to generate a high-precision
simulation model, and simultaneously completes structural defect detection and classification. The application clearly defines the dynamic setting, calibration method and feature sub-region adaptive division strategy of key parameters, solves the problem of insufficient precision caused by environmental interference and complex structure in cultural
heritage building scanning, significantly improves the scanning detection precision and efficiency, and provides
technical support for cultural heritage protection.