Name: Metamorph Face Maker Using Artificial Intelligence (en Inglés)
Price: 61.91 USD
Availability: InStock
Author: M. Aravind Kumar; D. Haritha; T.Aruna Kumari
ISBN: 9786207652488

portada Metamorph Face Maker Using Artificial Intelligence (en Inglés)

Metamorph Face Maker Using Artificial Intelligence (en Inglés)

Formato

Libro Físico

Editorial

Lap Lambert Academic Publishing

Autor

M. Aravind Kumar; D. Haritha; T.Aruna Kumari

Idioma

Inglés

N° páginas

Encuadernación

Tapa Blanda

ISBN13

9786207652488

Metamorph Face Maker Using Artificial Intelligence (en Inglés)

M. Aravind Kumar; D. Haritha; T.aruna Kumari (Autor) · Lap Lambert Academic Publishing · Tapa Blanda

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Reseña del libro "Metamorph Face Maker Using Artificial Intelligence (en Inglés)"

Face morphing attack is proved to be a serious threat to the existing face recognition systems. Although a few face morphing detection methods have been put forward, the face morphing accomplice's facial restoration remains a challenging problem. In this paper, a face de- morphing generative adversarial network (FD-GAN) is proposed to restore the accomplice's facial image. It utilizes a symmetric dual network architecture and two levels of restoration losses to separate the identity feature of the morphing accomplice. By exploiting the captured facial image (containing the criminal's identity) from the face recognition system and the morphed image stored in the e-passport system (containing both criminal and accomplice's identities), the FD-GAN can effectively restore the accomplice's facial image. Experimental results and analysis demonstrate the effectiveness of the proposed scheme. It has great potential to be applied for tracing the identity of face morphing attack's accomplice in criminal investigation and judicial forensics.