Deepfake Video Detection with Spatiotemporal Dropout Transformer.
Daichi ZhangFanzhao LinYingying HuaPengju WangDan ZengShiming GePublished in: ACM Multimedia (2022)
Keyphrases
- space time
- spatial and temporal
- face detection and tracking
- activity detection
- video sequences
- automatic detection
- event detection
- video scene
- visual analysis
- detection accuracy
- spatio temporal
- video analysis
- video data
- video streams
- soccer video
- fuzzy logic
- object detection
- person detection
- multi modal fusion
- video indexing
- shot change detection
- detection rate
- detection algorithm
- video content
- cut detection
- video retrieval
- shot detection
- text detection
- moving objects
- video segmentation
- spatiotemporal features
- video frames
- false positives
- spatiotemporal data
- high voltage
- temporal segmentation
- video surveillance
- video images
- dynamic textures
- moving camera
- video clips
- genetic algorithm
- multimedia data
- fault diagnosis
- detection method
- image quality
- expert systems
- image sequences
- multimedia
- computer vision