Detection of deepfakes using background-matching.
Stephanie BlümerMartin SteinebachRaphael Antonius FrickNiklas BunzelPublished in: Media Watermarking, Security, and Forensics (2023)
Keyphrases
- detection method
- object detection
- pattern matching
- complex background
- image matching
- automatic detection
- detection algorithm
- false alarms
- matching process
- detection rate
- change detection
- detection of moving objects
- matching scheme
- bounding box
- matching algorithm
- false positives
- image segmentation
- keypoints
- string matching
- object recognition