Region-wise landmarks-based feature extraction employing SIFT, SURF, and ORB feature descriptors to recognize Monozygotic twins from 2D/3D Facial Images [version 2; peer review: 2 approved]

Region-wise landmarks-based feature extraction employing SIFT, SURF, and ORB feature descriptors to recognize Monozygotic twins from 2D/3D Facial Images [version 2; peer review: 2 approved]

Background In computer vision and image processing, face recognition is increasingly popular field of research that identifies similar faces in a picture and assigns a suitable label. It is one of the desired detection techniques employed in forensics for criminal identification. Methods This study...

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Bibliographic Details
Main Authors: Srikanth Prabhu, Vinod Nayak, Aparna Jayakala, Krishna Prakasha K, Gangothri Sanil
Format: Article
Language:English
Published: F1000 Research Ltd 2025-06-01
Series:F1000Research
Subjects:
Facial images; 468 Landmarks; Local features; Key points; Feature Descriptor; Monozy-gotic twins; Machine Learning
eng
Online Access:https://f1000research.com/articles/14-444/v2
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