SiamNet: Exploiting source camera noise discrepancies using Siamese Network for Deepfake Detection
Staffy Kingra, Naveen Aggarwal, Nirmal Kaur
Topics & Concepts
Computer scienceOverfittingGeneralizability theoryNoise (video)Artificial intelligenceFace (sociological concept)Deep learningPattern recognition (psychology)Deep neural networksArtificial neural networkMachine learningImage (mathematics)Computer visionMathematicsStatisticsSociologySocial scienceDigital Media Forensic DetectionGenerative Adversarial Networks and Image SynthesisFace recognition and analysis