2014 · 62 citations · 14 references
ComputingComputer SciencePhysiologyComputer VisionDigital ForensicsPsychophysiologyComputer ForensicsFace PerceptionFace RecognitionImage ProcessingSignal Detection TheoryVideo AnalysisBlood FlowComputer-based Facial AnalysisFace Feature ExtractionPhysiological Signal AnalysisPhysiological Signal CollectionPhysiological Signal ProcessingPhysiological Signal RepresentationVideo-based Face Recognition
We describe a new forensic technique for distinguishing between computer generated and human faces in video. This technique identifies tiny fluctuations in the appearance of a face that result from changes in blood flow. Because these changes result from the human pulse, they are unlikely to be found in computer generated imagery. We use the absence or presence of this physiological signal to distinguish computer generated from human faces.
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Eulerian video magnification for revealing subtle changes in the world
Haoyu Wu, Michael Rubinstein, Eugene Shih et al. · ACM Transactions on Graphics · 2012 · 1.3K citations · Full text
How realistic is photorealistic?
Siwei Lyu, Hany Farid · IEEE Transactions on Signal Processing · 2005 · 276 citations
Eulerian video magnification for revealing subtle changes in the world
Haoyu Wu, Michael Rubinstein, Eugene Shih et al. · ACM Transactions on Graphics · 2012 · 252 citations
How realistic is photorealistic
Siwei Lyu, Hany Farid · 2005 · 251 citations