AD-VAE: Adversarial Disentangling Variational Autoencoder

• Published in: Sensors (Basel, Switzerland) Vol. 25; no. 5; p. 1574
• Main Authors: Silva, Adson, Farias, Ricardo
• Format: Journal Article
• Language: English
• Published: Switzerland MDPI AG 04.03.2025; MDPI
• Subjects: Access control; Algorithms; Autoencoder; Automated Facial Recognition - methods; Biometric Identification - methods; Biometry; Control systems; Datasets; Deep Learning; Dictionaries; Equipment and supplies; Face; face recognition; Facial recognition technology; GAN; Humans; Identification; Image Processing, Computer-Assisted - methods; Liquors; Methods; Neural Networks, Computer; Safety and security measures; Security systems; single sample; Arkansas; face recognition; single sample; GAN

Face recognition (FR) is a less intrusive biometrics technology with various applications, such as security, surveillance, and access control systems. FR remains challenging, especially when there is only a single image per person as a gallery dataset and when dealing with variations like pose, illu...