Stone carving model construction method and device, equipment and storage medium

Abstract

The invention relates to the field of artificial intelligence, and discloses a stone carving model construction method and device, equipment and a storage medium. The method comprises the following steps: collecting multi-angle stone carving images of a target stone carving; performing three-dimensional space data extraction on each stone carving image to obtain corresponding point cloud data, and performing two-dimensional representation data extraction on each stone carving image to obtain corresponding representation data; performing three-dimensional reconstruction on the point cloud data by adopting a preset first deep learning algorithm to obtain a three-dimensional network model, and performing feature extraction on the representation data by adopting a preset second deep learning algorithm to obtain texture features and color features of the stone carving image; performing texture fusion on the three-dimensional network model according to the texture features to obtain an initial three-dimensional model of the target stone carving; According to the color features, performing color rendering on the initial three-dimensional model to obtain a three-dimensional simulation model of the target stone carving. The multi-view vision and artificial intelligence technology is adopted, and the precision and the visual effect of the stone carving model are improved.

Description

technical field [0001] The invention relates to the field of artificial intelligence, in particular to a method, device, equipment and storage medium for building a stone carving model. Background technique [0002] Computer vision technology is a technology that computer simulates the human visual process, has the ability to perceive the environment and human visual function. It is also a synthesis of technologies such as image processing, artificial intelligence and pattern recognition. In recent years, the rapid development of computer vision and artificial intelligence technology based on deep learning has played a vital role in the scanning, recording, and accurate reconstruction of cultural relics, and even in the protection and restoration of stone carving art. Machine vision technology integrates multiple disciplines, uses computers to simulate human visual functions, extracts information from images of objective things, processes and understands them, and finally u...

AI Technical Summary

Problems solved by technology

[0004] The main purpose of the present invention is to solve the technical problem of poor construction effect of existing stone carving models

Images