Towards Generalized Detection of Face-Swap Deepfake Images.
Faraz GhasemzadehTina MoghaddamJingming DaiJoobeom YunDan Dongseong KimPublished in: WDC@AsiaCCS (2024)
Keyphrases
- image database
- detection rate
- image classification
- three dimensional
- image features
- image analysis
- image retrieval
- complex background
- image data
- input image
- lighting conditions
- ground truth
- traffic signs
- image collections
- image regions
- test images
- segmentation algorithm
- region detection
- illumination conditions
- bounding box
- face recognition systems
- image set
- detecting faces
- detection accuracy
- region of interest
- road signs
- image matching
- false positives
- face detection
- detection method
- detection algorithm
- face images
- computer vision
- keypoints
- face recognition
- feature extraction
- false detections
- video sequences
- photo collections
- partially occluded
- facial expressions
- object detection
- edge detection
- medical images
- feature points
- graph cuts
- segmentation method