Facial Similarity Measure for Recognizing Monozygotic Twins Utilizing 3D Facial Landmarks, Efficient Geodesic Distance Computation, and Machine Learning Algorithms

Compared with 2D face recognition systems, 3D facial recognition has been a popular area of study in academia and industry because of its ability to detect human faces in an unconstrained environment more efficiently. This study presents a new 3D face identification method that uses 3D facial images...

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Bibliographic Details
Published in:	IEEE access Vol. 12; pp. 140978 - 140999
Main Authors:	Sanil, Gangothri, Prakasha, Krishna, Prabhu, Srikanth, Nayak, Vinod C.
Format:	Journal Article
Language:	English
Published:	Piscataway IEEE 2024 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	3D face recognition 3D landmark detection Accuracy Algorithms Biometrics (access control) Classification Euclidean geometry Face recognition Feature extraction Forensics geodesic distance Geodesy Human performance Identification methods Image recognition Level measurement Machine learning Range images Similarity Support vector machines Three-dimensional displays
ISSN:	2169-3536, 2169-3536
Online Access:	Get full text
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