The application discloses a kind of based on neural
shader's fast reconstruction textured three-dimensional
model method, comprising the following steps: step S1, a group of images are photographed at different angles around the object to be reconstructed, and the foreground image, camera
pose and internal parameter are obtained by pre-
processing image as training data, step S2, establish initial
triangular grid, step S3, establish differentiable renderer, it contains rasterization and neural
shader two parts vertex and texture of the model of the application are divided into two optimizers, model is successively differentiable rasterization and differentiable neural
shader, obtain rendering chart, calculate loss with original chart and back propagation, compared with the
ray step of implicit function of other reconstruction methods, the time of rasterization is significantly shorter, since the application of neural shader, the model obtained can be used to paste texture with trained neural shader, so that fast reconstruction textured three-dimensional model is realized.