Combining EfficientNet and Vision Transformers for Video Deepfake Detection.
Davide CoccominiNicola MessinaClaudio GennaroFabrizio FalchiPublished in: ICIAP (3) (2022)
Keyphrases
- real time
- face detection and tracking
- video frames
- video sequences
- activity detection
- video data
- video streams
- false alarms
- visual analysis
- tv broadcast
- detection algorithm
- spatial and temporal
- computer vision
- detection accuracy
- object detection and tracking
- object detection
- multimedia
- false positives
- face detection
- detection method
- vision system
- person detection
- shot boundary detection
- video indexing
- multi modal fusion
- image processing
- anomaly detection
- space time
- event detection
- detection rate
- video analysis
- video content
- online video
- shot change detection
- low level
- crowded scenes
- visual field
- video scene
- automatic detection
- video surveillance
- digital video
- video retrieval