SiamNet: Exploiting source camera noise discrepancies using Siamese Network for Deepfake Detection.
Staffy KingraNaveen AggarwalNirmal KaurPublished in: Inf. Sci. (2023)
Keyphrases
- structure from motion
- low signal to noise ratio
- video camera
- object detection
- field of view
- complex networks
- hand held
- single camera
- real time
- false positives
- detection method
- peer to peer
- anti noise
- multiple cameras
- wireless sensor networks
- noise reduction
- camera motion
- community structure
- detection algorithm
- computer networks
- network traffic
- camera calibration
- signal to noise ratio
- imaging devices
- camera network
- noisy environments
- measurement error
- network model
- false alarms
- camera parameters
- network structure
- computer vision
- neural network