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JOURNALS // Computer Optics // Archive

Computer Optics, 2024 Volume 48, Issue 1, Pages 118–122 (Mi co1219)

IMAGE PROCESSING, PATTERN RECOGNITION

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

Y. K. Kozlovaa, V. V. Myasnikovab

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

Abstract: 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.

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

Received: 05.05.2023
Accepted: 13.08.2023

Language: English

DOI: 10.18287/2412-6179-CO-1334



© Steklov Math. Inst. of RAS, 2024