Palmprint recognition using realistic animation aided data augmentation

• Main Authors: Pranjal, Swarup, Kong, Adams Wai Kin
• Other Authors: School of Computer Science and Engineering
• Format: Conference or Workshop Item
• Language: English
• Published: 2021
• Subjects: Engineering::Computer science and engineering; Biometrics; Deep Learning
• Online Access: https://hdl.handle.net/10356/153466
• Institution: Nanyang Technological University

In this paper, a palmprint augmentation algorithm based on 3D animation is proposed for enhancing contactless palmprint recognition performance. Contactless palmprint varies in position, orientation and musculoskeletal deformations. As the existing contactless databases are small, they contain only...