DeepRhythm: Exposing DeepFakes with Attentional Visual Heartbeat Rhythms

MM '20: The 28th ACM International Conference on Multimedia Seattle WA USA October, 2020, pp. 4318-4327, 2020.

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Abstract:

As the GAN-based face image and video generation techniques, widely known as DeepFakes, have become more and more matured and realistic, there comes a pressing and urgent demand for effective DeepFakes detectors. Motivated by the fact that remote visual photoplethysmography (PPG) is made possible by monitoring the minuscule periodic chang...More

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