Three-classification face manipulation detection using attention-based feature decomposition.
Yungui CaoJiazhen ChenLiqing HuangTianqian HuangFeng YePublished in: Comput. Secur. (2023)
Keyphrases
- feature vectors
- feature set
- support vector
- classification accuracy
- automatic classification
- pattern classification
- false positives
- feature analysis
- support vector machine svm
- image classification
- classification method
- gender recognition
- classification models
- feature representation
- automatic detection
- detection algorithm
- classification scheme
- training samples
- text classification
- decision trees
- feature maps
- discriminative features
- complex background
- feature weights
- feature extraction and classification
- robust detection
- neyman pearson
- face detection and tracking
- svm classifier
- detection rate
- face images
- supervised learning
- support vector machine
- feature selection
- computer vision
- machine learning
- training set
- preprocessing stage
- feature space
- pattern recognition
- human recognition
- feature extraction