Advanced 3D Face Reconstruction from Single 2D Images Using Enhanced Adversarial Neural Networks and Graph Neural Networks

This paper presents a novel framework for 3D face reconstruction from single 2D images and addresses critical limitations in existing methods. Our approach integrates modified adversarial neural networks with graph neural networks to achieve state-of-the-art performance. Key innovations include (1)...

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Bibliographic Details
Main Authors: Mohamed Fathallah, Sherif Eletriby, Maazen Alsabaan, Mohamed I. Ibrahem, Gamal Farok
Format: Article
Language:English
Published: MDPI AG 2024-09-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/24/19/6280
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