Investigating the Impact of Pre-processing and Prediction Aggregation on the DeepFake Detection Task.
Polychronis CharitidisGiorgos Kordopatis-ZilosSymeon PapadopoulosIoannis KompatsiarisPublished in: TTO (2020)
Keyphrases
- preprocessing
- false alarms
- prediction accuracy
- detection algorithm
- prediction algorithm
- detection accuracy
- preprocessing step
- prediction error
- feature extraction
- prediction model
- automatic detection
- high impact
- event detection
- detection method
- data structure
- neural network
- data sets
- real time
- post processing
- false positives
- object detection
- object recognition
- information systems
- databases
- target detection
- data aggregation
- detection scheme
- vehicle detection
- database