Face ShapeNets for 3D Face Recognition

Face ShapeNets for 3D Face Recognition

In this paper, we present a deep learning-based method for 3D face recognition. Unlike some previous works, our process does not rely on face representation methods as a proxy step to be accepted by Convolutional Neural Networks (CNNs). Applying 2D CNNs to irregular domains such as 3D meshes is chal...

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Bibliographic Details
Main Authors: Marwa Jabberi, Ali Wali, Bilel Neji, Taha Beyrouthy, Adel M. Alimi
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
3D data augmentation
3D face recognition
3D meshes
3D ShapeNets
feature extraction
voxelization
Online Access:https://ieeexplore.ieee.org/document/10109112/

Internet

https://ieeexplore.ieee.org/document/10109112/

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