Approach for Creating a 3D Model of a Face from its 2D Image

The object of research is the processes of 3D face modeling using the 3D Morphable Model approach. The subject of the work is connected with the improvement of the method of principal components (PCA, principal component analysis) in modeling images of a human face. The purpose of the work is to develop, substantiate and programmatically implement a system for creating a three-dimensional face model from two-dimensional images (photographs). The scientific novelty of the work is to obtain an improved PCA algorithm (principal component analysis). The practical value of the work lies in the universality of the developed algorithm and software implementation, which will allow modeling different faces of people with better quality.