Combining EfficientNet and Vision Transformers for Video Deepfake Detection.
Davide CoccominiNicola MessinaClaudio GennaroFabrizio FalchiPublished in: CoRR (2021)
Keyphrases
- real time
- activity detection
- video data
- computer vision
- face detection and tracking
- video sequences
- detection accuracy
- detection algorithm
- video content
- shot boundary detection
- automatic detection
- multimedia
- video surveillance
- video processing
- video segmentation
- shot detection
- person detection
- event detection
- vision system
- video frames
- detection method
- visual analysis
- multi modal fusion
- cut detection
- video scene
- soccer video
- space time
- video database
- detection rate
- video clips
- false positives
- false alarms
- change detection
- digital video
- video retrieval
- real time video
- video streams
- object detection
- low level
- object detection and tracking
- object recognition
- spatial and temporal
- tv broadcast
- semantic concept detection
- image processing