Open AccessReconstruction of a Three-Dimensional Human Model from a Single Image
Author(s) -
Александр Сергеевич Тарасов,
Vlada Kugurakova
Publication year - 2021
Publication title -
èlektronnye biblioteki
Language(s) - English
Resource type - Journals
ISSN - 1562-5419
DOI - 10.26907/1562-5419-2021-24-3-485-504
Subject(s) - limiting , image (mathematics) , computer science , computer vision , pixel , set (abstract data type) , artificial intelligence , function (biology) , image editing , identity (music) , texture (cosmology) , quality (philosophy) , computer graphics (images) , aesthetics , engineering , art , epistemology , mechanical engineering , philosophy , evolutionary biology , biology , programming language
This article focuses on improving the 3D reconstruction of a human model from a single pixel-aligned implicit function image presented by FaceBook Research. The drawbacks of the method are revealed, associated with limiting the quality of the original image, recommendations are presented to avoid its incorrect operation, and approaches to improve the original model are proposed, which increase the identity of the resulting model by 1.33 times. We also worked out the tactics of subsequent texture mapping and implementation of a set of animations.