Head Pose Estimation Patterns as Deepfake Detectors

• Published in: ACM transactions on multimedia computing communications and applications Vol. 20; no. 11; pp. 1 - 24
• Main Authors: Becattini, Federico, Bisogni, Carmen, Loia, Vincenzo, Pero, Chiara, Hao, Fei
• Format: Journal Article
• Language: English
• Published: New York, NY ACM 12.09.2024
• Subjects: Applied computing; Computing methodologies; Feature selection; Investigation techniques; face recognition; Head Pose Estimation; deep learning; DeepFake; machine learning

The capacity to create “fake” videos has recently raised concerns about the reliability of multimedia content. Identifying between true and false information is a critical step toward resolving this problem. On this issue, several algorithms utilizing deep learning and facial landmarks have yielded...