scholarly journals A Novel 3D Face Recognition Algorithm Using Template Based Registration Strategy and Artificial Neural Networks

2005 ◽  
pp. 315-317
Author(s):  
Ben Niu ◽  
Simon Chi Keung Shiu ◽  
Sankar Kumar Pal
Keyword(s):  
Neural Networks ◽  
Artificial Neural Networks ◽  
Face Recognition ◽  
Recognition Algorithm ◽  
3D Face Recognition ◽  
3D Face ◽  
Artificial Neural

3D Face Recognition Under Isometric Expression Deformations

2014 ◽  
Author(s):  
Javad Sovizi ◽  
Rahul Rai ◽  
Venkat Krovi
Keyword(s):  
Face Recognition ◽  
Geodesic Distance ◽  
Recognition Task ◽  
Shape Descriptor ◽  
Recognition Algorithm ◽  
3D Face Recognition ◽  
3D Face ◽  
Topological Features ◽  
Isometric Deformation ◽  
Isometric Deformations

In this paper, 3D face recognition under isometric deformation (induced by facial expressions) is considered. The main objective is to employ the shape descriptors that are invariant to (isometric) deformations to provide an efficient face recognition algorithm. Two methods of the correspondence are utilized for automatic landmark assignment to the query face. One is based on the conventional iterative closest point (ICP) method and another is based upon the geometrical/topological features of the human face. The shape descriptor is chosen to be the well-known geodesic distance (GD) measure. The recognition task is performed on SHREC08 database for both correspondence methods and the effect of feature (GD) vector size as well as landmark positions on the recognition accuracy were argued.

A face recognition method using artificial neural networks

2010 ◽  
Author(s):  
Mohammadnabi Omidvar ◽  
Mashaallah Abbasi Dezfouli ◽  
Amirmasoud Rahmani
Keyword(s):  
Neural Networks ◽  
Artificial Neural Networks ◽  
Face Recognition ◽  
Recognition Method ◽  
Artificial Neural

An Efficient 3D Face Recognition Algorithm

2009 ◽  
Author(s):  
Vandana D. Kaushik ◽  
Aditya Budhwar ◽  
Anuj Dubey ◽  
Rahul Agrawal ◽  
Shraddha Gupta ◽  
...  
Keyword(s):  
Face Recognition ◽  
Recognition Algorithm ◽  
3D Face Recognition ◽  
3D Face
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