Эта публикация цитируется в 1 статье

ОБРАБОТКА ИЗОБРАЖЕНИЙ, РАСПОЗНАВАНИЕ ОБРАЗОВ

Head model reconstruction and animation method using color image with depth information

Y. K. Kozlova^a, V. V. Myasnikov<sup>ab

a</sup> Samara National Research University
^b Image Processing Systems Institute of the RAS - Branch of the FSRC "Crystallography and Photonics" RAS, Samara, Russia, Samara

Аннотация: The article presents a method for reconstructing and animating a digital model of a human head from a single RGBD image, a color RGB image with depth information. An approach is proposed for optimizing the parametric FLAME model using a point cloud of a face corresponding to a sin-gle RGBD image. The results of experimental studies have shown that the proposed optimization approach makes it possible to obtain a head model with more prominent features of the original face compared to optimization approaches using RGB images or the same approaches generalized to RGBD images.

Ключевые слова: 3D reconstruction, 3D animation, virtual reality, augmented reality, FLAME, RGB image, depth information, RGBD, point cloud, optimization

Поступила в редакцию: 05.05.2023
Принята в печать: 13.08.2023

Язык публикации: английский

DOI: 10.18287/2412-6179-CO-1334