Shape Representation Of 3D Point Clouds

Shape Representation of 3D Point Clouds is a key technology in computer vision that aims to efficiently and accurately represent 3D point cloud data through mathematical models and algorithms. The goal of this technology is to extract geometric features and structural information from the point clouds, supporting subsequent processing and analysis tasks. Its application value is extensive, including 3D object recognition, scene reconstruction, robot navigation, and virtual reality, significantly enhancing the system's perception capabilities and intelligence levels.