Nerve implicit surface generation and interaction method based on voxel

The invention discloses a voxel-based neural implicit surface generation and interaction method, and belongs to the field of computer vision and computer graphics. According to the invention, a three-dimensional scene is decomposed into geometric units with voxel blocks as units, and geometric and texture information in the three-dimensional scene is stored in the voxel blocks in the form of feature vectors; the features of the corresponding three-dimensional points are obtained in an interpolation mode, and a symbolic distance field (SDF) and corresponding colors are obtained through a geometric analysis network and a texture analysis network. On the basis, the surface and texture precision of the model is further improved through progressive voxel removal and decomposition; the sampling number of effective points is increased by adopting a surface sensing sampling mode. According to the method, the generated voxel blocks are interactively edited, so that edited surface and texture effects can be rendered. 本