Using ensemble models to detect deepfake images of human faces.
Weiqiang JiangZhongyuan GuoRuigang LiangPublished in: MICML (2023)
Keyphrases
- human faces
- lighting conditions
- synthesized images
- face detection
- image database
- input image
- complex background
- three dimensional
- human head
- face recognition
- object recognition
- image retrieval
- face images
- frontal view
- automatically detected
- parametric models
- viewpoint
- image features
- facial landmarks
- face databases
- similarity measure
- feature points
- facial expressions
- statistical model
- facial features
- training data
- data sets
- d morphable model
- face model
- active appearance models
- image set
- detection algorithm
- high quality
- learning algorithm