4 papers · 1 filter
Does Head Pose Correction Improve Biometric Facial Recognition?
Justin Norman, Hany Farid
Biometric facial recognition models often demonstrate significant decreases in accuracy when processing real-world images, often characterized by poor quality, non-frontal subject…
Detecting Deepfake Talking Heads from Facial Biometric Anomalies
Justin D. Norman, Hany Farid
The combination of highly realistic voice cloning, along with visually compelling avatar, face-swap, or lip-sync deepfake video generation, makes it relatively easy to create a vid…
An Evaluation of Forensic Facial Recognition
Justin Norman, Shruti Agarwal, Hany Farid
Recent advances in machine learning and computer vision have led to reported facial recognition accuracies surpassing human performance. We question if these systems will translate…
Detecting Deep-Fake Videos from Appearance and Behavior
Shruti Agarwal, Tarek El-Gaaly, Hany Farid +1
Synthetically-generated audios and videos -- so-called deep fakes -- continue to capture the imagination of the computer-graphics and computer-vision communities. At the same time,…